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                    1
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                """The module containing all parameters for the scenario table  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    2
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                """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    3
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                    4
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                import pandas as pd  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    5
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                    6
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                import egon.data.config  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    7
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                    9
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                def read_csv(year):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    10
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                    source = egon.data.config.datasets()["pypsa-technology-data"]["targets"][  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    11
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                        "data_dir"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    12
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                    ]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    14
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                    return pd.read_csv(f"{source}costs_{year}.csv") | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    15
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                    17
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                def read_costs(df, technology, parameter, value_only=True):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    18
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                    result = df.loc[  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    19
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                        (df.technology == technology) & (df.parameter == parameter)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    20
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                    ].squeeze()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    21
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                    22
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                    # Rescale costs to EUR/MW  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    23
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                    if "EUR/kW" in result.unit:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    24
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                        result.value *= 1e3  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    25
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                        result.unit = result.unit.replace("kW", "MW") | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    26
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                    27
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                    if value_only:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    28
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                        return result.value  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    29
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                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    30
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                        return result  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    31
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                    32
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                    33
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                def annualize_capital_costs(overnight_costs, lifetime, p):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    34
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    35
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                    36
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                    Parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    37
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                    ----------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    38
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                    overnight_costs : float  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    39
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                        Overnight investment costs in EUR/MW or EUR/MW/km  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    40
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                    lifetime : int  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    41
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                        Number of years in which payments will be made  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    42
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                    p : float  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    43
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                        Interest rate in p.u.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    44
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                    45
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                    Returns  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    46
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                    -------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    47
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                    float  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    48
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                        Annualized capital costs in EUR/MW/a or EUR/MW/km/a  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    49
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                    50
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    51
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                    52
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                    # Calculate present value of an annuity (PVA)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    53
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                    PVA = (1 / p) - (1 / (p * (1 + p) ** lifetime))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    54
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                    55
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                    return overnight_costs / PVA  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    56
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                    57
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                    58
                 | 
                                    
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                def global_settings(scenario):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    59
                 | 
                                    
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                    """Returns global paramaters for the selected scenario.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    60
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                    61
                 | 
                                    
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                    Parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    62
                 | 
                                    
                                                     | 
                
                 | 
                    ----------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    63
                 | 
                                    
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                 | 
                    scenario : str  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    64
                 | 
                                    
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                 | 
                        Name of the scenario.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    65
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    66
                 | 
                                    
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                    Returns  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    67
                 | 
                                    
                                                     | 
                
                 | 
                    -------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    68
                 | 
                                    
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                    parameters : dict  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    69
                 | 
                                    
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                 | 
                        List of global parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    70
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    71
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    72
                 | 
                                    
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    73
                 | 
                                    
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                    if scenario == "eGon2035":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    74
                 | 
                                    
                                                     | 
                
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                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    75
                 | 
                                    
                                                     | 
                
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                            "weather_year": 2011,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    76
                 | 
                                    
                                                     | 
                
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                            "population_year": 2035,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    77
                 | 
                                    
                                                     | 
                
                 | 
                            "fuel_costs": {  # Netzentwicklungsplan Strom 2035, Version 2021, 1. Entwurf, p. 39, table 6 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    78
                 | 
                                    
                                                     | 
                
                 | 
                                "oil": 73.8,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    79
                 | 
                                    
                                                     | 
                
                 | 
                                "gas": 25.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    80
                 | 
                                    
                                                     | 
                
                 | 
                                "coal": 20.2,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    81
                 | 
                                    
                                                     | 
                
                 | 
                                "lignite": 4.0,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    82
                 | 
                                    
                                                     | 
                
                 | 
                                "nuclear": 1.7,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    83
                 | 
                                    
                                                     | 
                
                 | 
                                "biomass": 40,  # Dummyvalue, ToDo: Find a suitable source  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    84
                 | 
                                    
                                                     | 
                
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                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    85
                 | 
                                    
                                                     | 
                
                 | 
                            "co2_costs": 76.5,  # [EUR/t_CO2]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    86
                 | 
                                    
                                                     | 
                
                 | 
                            "co2_emissions": {  # Netzentwicklungsplan Strom 2035, Version 2021, 1. Entwurf, p. 40, table 8 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    87
                 | 
                                    
                                                     | 
                
                 | 
                                "waste": 0.165,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    88
                 | 
                                    
                                                     | 
                
                 | 
                                "lignite": 0.393,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    89
                 | 
                                    
                                                     | 
                
                 | 
                                "gas": 0.201,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    90
                 | 
                                    
                                                     | 
                
                 | 
                                "nuclear": 0.0,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    91
                 | 
                                    
                                                     | 
                
                 | 
                                "oil": 0.288,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    92
                 | 
                                    
                                                     | 
                
                 | 
                                "coal": 0.335,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    93
                 | 
                                    
                                                     | 
                
                 | 
                                "other_non_renewable": 0.268,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    94
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    95
                 | 
                                    
                                                     | 
                
                 | 
                            "interest_rate": 0.05,  # [p.u.]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    96
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    97
                 | 
                                    
                                                     | 
                
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    98
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "eGon100RE":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    99
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    100
                 | 
                                    
                                                     | 
                
                 | 
                            "weather_year": 2011,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    101
                 | 
                                    
                                                     | 
                
                 | 
                            "population_year": 2050,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    102
                 | 
                                    
                                                     | 
                
                 | 
                            "fuel_costs": {  # Netzentwicklungsplan Strom 2035, Version 2021, 1. Entwurf, p. 39, table 6 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    103
                 | 
                                    
                                                     | 
                
                 | 
                                "oil": 73.8,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    104
                 | 
                                    
                                                     | 
                
                 | 
                                "gas": 25.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    105
                 | 
                                    
                                                     | 
                
                 | 
                                "coal": 20.2,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    106
                 | 
                                    
                                                     | 
                
                 | 
                                "lignite": 4.0,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    107
                 | 
                                    
                                                     | 
                
                 | 
                                "nuclear": 1.7,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    108
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    109
                 | 
                                    
                                                     | 
                
                 | 
                            "co2_costs": 76.5,  # [EUR/t_CO2]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    110
                 | 
                                    
                                                     | 
                
                 | 
                            "co2_emissions": {  # Netzentwicklungsplan Strom 2035, Version 2021, 1. Entwurf, p. 40, table 8 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    111
                 | 
                                    
                                                     | 
                
                 | 
                                "waste": 0.165,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    112
                 | 
                                    
                                                     | 
                
                 | 
                                "lignite": 0.393,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    113
                 | 
                                    
                                                     | 
                
                 | 
                                "gas": 0.201,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    114
                 | 
                                    
                                                     | 
                
                 | 
                                "nuclear": 0.0,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    115
                 | 
                                    
                                                     | 
                
                 | 
                                "oil": 0.288,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    116
                 | 
                                    
                                                     | 
                
                 | 
                                "coal": 0.335,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    117
                 | 
                                    
                                                     | 
                
                 | 
                                "other_non_renewable": 0.268,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    118
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    119
                 | 
                                    
                                                     | 
                
                 | 
                            "interest_rate": 0.05,  # [p.u.]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    120
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    121
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    122
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "eGon2021":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    123
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    124
                 | 
                                    
                                                     | 
                
                 | 
                            "weather_year": 2011,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    125
                 | 
                                    
                                                     | 
                
                 | 
                            "population_year": 2021,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    126
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    127
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    128
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "status2023":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    129
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    130
                 | 
                                    
                                                     | 
                
                 | 
                            "weather_year": 2023,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    131
                 | 
                                    
                                                     | 
                
                 | 
                            "population_year": 2019,  # TODO: check if possible for 2023  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    132
                 | 
                                    
                                                     | 
                
                 | 
                            "fuel_costs": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    133
                 | 
                                    
                                                     | 
                
                 | 
                                # TYNDP 2020, data for 2023 (https://2020.entsos-tyndp-scenarios.eu/fuel-commodities-and-carbon-prices/)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    134
                 | 
                                    
                                                     | 
                
                 | 
                                "oil": 16.4 * 3.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    135
                 | 
                                    
                                                     | 
                
                 | 
                                "gas": 6.1 * 3.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                                "coal": 3.4 * 3.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                                "lignite": 1.1 * 3.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                                "nuclear": 0.47 * 3.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                                "biomass": read_costs(read_csv(2020), "biomass", "fuel"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                            "co2_costs": 83.66,  # [EUR/t_CO2], source:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                            # https://www.iwr.de/news/co2-emissionshandel-deutschland-erzielt-2023-rekordeinnahmen-von-ueber-18-mrd-euro-news38528  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                            "co2_emissions": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                                # Netzentwicklungsplan Strom 2037, Genehmigtr Scenariorahmen, p. 66, table 21  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                                # https://www.netzentwicklungsplan.de/sites/default/files/2023-01/Szenariorahmen_2037_Genehmigung.pdf  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                                "waste": 0.165,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                                "lignite": 0.393,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                                "gas": 0.201,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                                "nuclear": 0.0,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                                "oil": 0.288,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                                "coal": 0.337,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                                "other_non_renewable": 0.268,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    153
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                            "interest_rate": 0.05,  # [p.u.]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    155
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    156
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    157
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "status2019":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    158
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    159
                 | 
                                    
                                                     | 
                
                 | 
                            "weather_year": 2011,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    160
                 | 
                                    
                                                     | 
                
                 | 
                            "population_year": 2019,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    161
                 | 
                                    
                                                     | 
                
                 | 
                            "fuel_costs": {  # TYNDP 2020, data for 2020 (https://2020.entsos-tyndp-scenarios.eu/fuel-commodities-and-carbon-prices/) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    162
                 | 
                                    
                                                     | 
                
                 | 
                                "oil": 12.9*3.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    163
                 | 
                                    
                                                     | 
                
                 | 
                                "gas": 5.6*3.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    164
                 | 
                                    
                                                     | 
                
                 | 
                                "coal": 3.0*3.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    165
                 | 
                                    
                                                     | 
                
                 | 
                                "lignite": 1.1*3.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    166
                 | 
                                    
                                                     | 
                
                 | 
                                "nuclear": 0.47*3.6,  # [EUR/MWh]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    167
                 | 
                                    
                                                     | 
                
                 | 
                                "biomass": read_costs(read_csv(2020), "biomass", "fuel"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    168
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    169
                 | 
                                    
                                                     | 
                
                 | 
                            "co2_costs": 24.7,  # [EUR/t_CO2], source:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    170
                 | 
                                    
                                                     | 
                
                 | 
                                #https://de.statista.com/statistik/daten/studie/1304069/umfrage/preisentwicklung-von-co2-emissionsrechten-in-eu/  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    171
                 | 
                                    
                                                     | 
                
                 | 
                            "co2_emissions": {  # Netzentwicklungsplan Strom 2035, Version 2021, 1. Entwurf, p. 40, table 8 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    172
                 | 
                                    
                                                     | 
                
                 | 
                                "waste": 0.165,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    173
                 | 
                                    
                                                     | 
                
                 | 
                                "lignite": 0.393,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    174
                 | 
                                    
                                                     | 
                
                 | 
                                "gas": 0.201,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    175
                 | 
                                    
                                                     | 
                
                 | 
                                "nuclear": 0.0,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    176
                 | 
                                    
                                                     | 
                
                 | 
                                "oil": 0.288,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    177
                 | 
                                    
                                                     | 
                
                 | 
                                "coal": 0.335,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    178
                 | 
                                    
                                                     | 
                
                 | 
                                "other_non_renewable": 0.268,  # [t_CO2/MW_th]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    179
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    180
                 | 
                                    
                                                     | 
                
                 | 
                            "interest_rate": 0.05,  # [p.u.]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    181
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    182
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    183
                 | 
                                    
                                                     | 
                
                 | 
                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    184
                 | 
                                    
                                                     | 
                
                 | 
                        print(f"Scenario name {scenario} is not valid.") | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    185
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    186
                 | 
                                    
                                                     | 
                
                 | 
                    return parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    187
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    188
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    189
                 | 
                                    
                                                     | 
                
                 | 
                def electricity(scenario):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    190
                 | 
                                    
                                                     | 
                
                 | 
                    """Returns paramaters of the electricity sector for the selected scenario.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    191
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    192
                 | 
                                    
                                                     | 
                
                 | 
                    Parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    193
                 | 
                                    
                                                     | 
                
                 | 
                    ----------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    194
                 | 
                                    
                                                     | 
                
                 | 
                    scenario : str  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    195
                 | 
                                    
                                                     | 
                
                 | 
                        Name of the scenario.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    196
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    197
                 | 
                                    
                                                     | 
                
                 | 
                    Returns  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    198
                 | 
                                    
                                                     | 
                
                 | 
                    -------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    199
                 | 
                                    
                                                     | 
                
                 | 
                    parameters : dict  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    200
                 | 
                                    
                                                     | 
                
                 | 
                        List of parameters of electricity sector  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    201
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    202
                 | 
                                    
                                                     | 
                
                 | 
                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    203
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    204
                 | 
                                    
                                                     | 
                
                 | 
                    if scenario == "eGon2035":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    205
                 | 
                                    
                                                     | 
                
                 | 
                        costs = read_csv(2035)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    206
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    207
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = {"grid_topology": "Status Quo"} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    208
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert effciencies in p.u.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    209
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["efficiency"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    210
                 | 
                                    
                                                     | 
                
                 | 
                            "oil": read_costs(costs, "oil", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    211
                 | 
                                    
                                                     | 
                
                 | 
                            "battery": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    212
                 | 
                                    
                                                     | 
                
                 | 
                                "store": read_costs(costs, "battery inverter", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    213
                 | 
                                    
                                                     | 
                
                 | 
                                ** 0.5,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    214
                 | 
                                    
                                                     | 
                
                 | 
                                "dispatch": read_costs(costs, "battery inverter", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    215
                 | 
                                    
                                                     | 
                
                 | 
                                ** 0.5,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    216
                 | 
                                    
                                                     | 
                
                 | 
                                "standing_loss": 0,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    217
                 | 
                                    
                                                     | 
                
                 | 
                                "max_hours": 6,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    218
                 | 
                                    
                                                     | 
                
                 | 
                                "cyclic_state_of_charge": True,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    219
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    220
                 | 
                                    
                                                     | 
                
                 | 
                            "pumped_hydro": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    221
                 | 
                                    
                                                     | 
                
                 | 
                                "store": read_costs(costs, "PHS", "efficiency") ** 0.5,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    222
                 | 
                                    
                                                     | 
                
                 | 
                                "dispatch": read_costs(costs, "PHS", "efficiency") ** 0.5,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    223
                 | 
                                    
                                                     | 
                
                 | 
                                "standing_loss": 0,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    224
                 | 
                                    
                                                     | 
                
                 | 
                                "max_hours": 6,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    225
                 | 
                                    
                                                     | 
                
                 | 
                                "cyclic_state_of_charge": True,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    226
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    227
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    228
                 | 
                                    
                                                     | 
                
                 | 
                        # Warning: Electrical parameters are set in osmTGmod, editing these values will not change the data!  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    229
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["electrical_parameters"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    230
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_line_110kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    231
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 260,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    232
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.109,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    233
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 1.2,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    234
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    235
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_cable_110kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    236
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 280,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    237
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.0177,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    238
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.3,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    239
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    240
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_line_220kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    241
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 520,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    242
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.109,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    243
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 1.0,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    244
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    245
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_cable_220kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    246
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 550,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    247
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.0176,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    248
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.3,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    249
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    250
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_line_380kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    251
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 1790,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    252
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.028,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    253
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.8,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    254
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    255
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_cable_380kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    256
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 925,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    257
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.0175,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    258
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.3,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    259
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    260
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    261
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    262
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert overnight investment costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    263
                 | 
                                    
                                                     | 
                
                 | 
                        # Source for eHV grid costs: Netzentwicklungsplan Strom 2035, Version 2021, 2. Entwurf  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    264
                 | 
                                    
                                                     | 
                
                 | 
                        # Source for HV lines and cables: Dena Verteilnetzstudie 2021, p. 146  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    265
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["overnight_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    266
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_overhead_line": 2.5e6  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    267
                 | 
                                    
                                                     | 
                
                 | 
                            / (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    268
                 | 
                                    
                                                     | 
                
                 | 
                                2  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    269
                 | 
                                    
                                                     | 
                
                 | 
                                * parameters["electrical_parameters"]["ac_line_380kV"]["s_nom"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    270
                 | 
                                    
                                                     | 
                
                 | 
                            ),  # [EUR/km/MW]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    271
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_cable": 11.5e6  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    272
                 | 
                                    
                                                     | 
                
                 | 
                            / (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    273
                 | 
                                    
                                                     | 
                
                 | 
                                2  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    274
                 | 
                                    
                                                     | 
                
                 | 
                                * parameters["electrical_parameters"]["ac_cable_380kV"][  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    275
                 | 
                                    
                                                     | 
                
                 | 
                                    "s_nom"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    276
                 | 
                                    
                                                     | 
                
                 | 
                                ]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    277
                 | 
                                    
                                                     | 
                
                 | 
                            ),  # [EUR/km/MW]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    278
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_overhead_line": 0.06e6  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    279
                 | 
                                    
                                                     | 
                
                 | 
                            / parameters["electrical_parameters"]["ac_line_110kV"][  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    280
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    281
                 | 
                                    
                                                     | 
                
                 | 
                            ],  # [EUR/km/MW]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    282
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_cable": 0.8e6  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    283
                 | 
                                    
                                                     | 
                
                 | 
                            / parameters["electrical_parameters"]["ac_cable_110kV"][  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    284
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    285
                 | 
                                    
                                                     | 
                
                 | 
                            ],  # [EUR/km/MW]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    286
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_overhead_line": 0.5e3,  # [EUR/km/MW]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    287
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_cable": 3.25e3,  # [EUR/km/MW]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    288
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_inverter": 0.3e6,  # [EUR/MW]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    289
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_110": 17.33e3,  # [EUR/MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    290
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_220": 13.33e3,  # [EUR/MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    291
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_220_110": 17.5e3,  # [EUR/MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    292
                 | 
                                    
                                                     | 
                
                 | 
                            "battery inverter": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    293
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery inverter", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    294
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    295
                 | 
                                    
                                                     | 
                
                 | 
                            "battery storage": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    296
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery storage", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    297
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    298
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    299
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    300
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["lifetime"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    301
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_overhead_line": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    302
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    303
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    304
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_cable": read_costs(costs, "HVAC overhead", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    305
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_overhead_line": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    306
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    307
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    308
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_cable": read_costs(costs, "HVAC overhead", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    309
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_overhead_line": read_costs(costs, "HVDC overhead", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    310
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_cable": read_costs(costs, "HVDC overhead", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    311
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_inverter": read_costs(costs, "HVDC inverter pair", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    312
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_110": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    313
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    314
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    315
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_220": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    316
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    317
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    318
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_220_110": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    319
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    320
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    321
                 | 
                                    
                                                     | 
                
                 | 
                            "battery inverter": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    322
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery inverter", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    323
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    324
                 | 
                                    
                                                     | 
                
                 | 
                            "battery storage": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    325
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery storage", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    326
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    327
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    328
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert annualized capital costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    329
                 | 
                                    
                                                     | 
                
                 | 
                        # lines in EUR/km/MW/a  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    330
                 | 
                                    
                                                     | 
                
                 | 
                        # transfermer, inverter, battery in EUR/MW/a  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    331
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["capital_cost"] = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    332
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    333
                 | 
                                    
                                                     | 
                
                 | 
                        for comp in parameters["overnight_cost"].keys():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    334
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"][comp] = annualize_capital_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    335
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["overnight_cost"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    336
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["lifetime"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    337
                 | 
                                    
                                                     | 
                
                 | 
                                global_settings("eGon2035")["interest_rate"], | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    338
                 | 
                                    
                                                     | 
                
                 | 
                            )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    339
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    340
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["capital_cost"]["battery"] = (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    341
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"]["battery inverter"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    342
                 | 
                                    
                                                     | 
                
                 | 
                            + parameters["efficiency"]["battery"]["max_hours"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    343
                 | 
                                    
                                                     | 
                
                 | 
                            * parameters["capital_cost"]["battery storage"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    344
                 | 
                                    
                                                     | 
                
                 | 
                        )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    345
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    346
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert marginal_costs in EUR/MWh  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    347
                 | 
                                    
                                                     | 
                
                 | 
                        # marginal cost can include fuel, C02 and operation and maintenance costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    348
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["marginal_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    349
                 | 
                                    
                                                     | 
                
                 | 
                            "oil": global_settings(scenario)["fuel_costs"]["oil"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    350
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "oil", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    351
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "oil", "VOM")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    352
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    353
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"]["oil"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    354
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "oil", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    355
                 | 
                                    
                                                     | 
                
                 | 
                            "other_non_renewable": global_settings(scenario)["fuel_costs"][  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    356
                 | 
                                    
                                                     | 
                
                 | 
                                "gas"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    357
                 | 
                                    
                                                     | 
                
                 | 
                            ] / read_costs(costs, "OCGT", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    358
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    359
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"][  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    360
                 | 
                                    
                                                     | 
                
                 | 
                                "other_non_renewable"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    361
                 | 
                                    
                                                     | 
                
                 | 
                            ] / read_costs(costs, "OCGT", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    362
                 | 
                                    
                                                     | 
                
                 | 
                            "lignite": global_settings(scenario)["fuel_costs"]["lignite"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    363
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "lignite", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    364
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "lignite", "VOM")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    365
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    366
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"]["lignite"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    367
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "lignite", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    368
                 | 
                                    
                                                     | 
                
                 | 
                            "coal": global_settings(scenario)["fuel_costs"]["coal"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    369
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "coal", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    370
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "coal", "VOM")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    371
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    372
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"]["coal"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    373
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "coal", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    374
                 | 
                                    
                                                     | 
                
                 | 
                            "nuclear": global_settings(scenario)["fuel_costs"]["nuclear"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    375
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "nuclear", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    376
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "nuclear", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    377
                 | 
                                    
                                                     | 
                
                 | 
                            "biomass": global_settings(scenario)["fuel_costs"]["biomass"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    378
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "biomass", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    379
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "biomass CHP", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    380
                 | 
                                    
                                                     | 
                
                 | 
                            "wind_offshore": read_costs(costs, "offwind", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    381
                 | 
                                    
                                                     | 
                
                 | 
                            "wind_onshore": read_costs(costs, "onwind", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    382
                 | 
                                    
                                                     | 
                
                 | 
                            "solar": read_costs(costs, "solar", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    383
                 | 
                                    
                                                     | 
                
                 | 
                            # According to https://www.aemo.com.au/-/media/Files/Electricity/NEM/Planning_and_Forecasting/Inputs-Assumptions-Methodologies/2019/Report-Pumped-Hydro-Cost-Modelling.pdf  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    384
                 | 
                                    
                                                     | 
                
                 | 
                            # for hydro generation all operations and maintenance costs might  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    385
                 | 
                                    
                                                     | 
                
                 | 
                            # be categorized as fixed rather than variable.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    386
                 | 
                                    
                                                     | 
                
                 | 
                            "run_of_river": 0,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    387
                 | 
                                    
                                                     | 
                
                 | 
                            "reservoir": 0,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    388
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    389
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    390
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "eGon100RE":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    391
                 | 
                                    
                                                     | 
                
                 | 
                        costs = read_csv(2050)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    392
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    393
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = {"grid_topology": "Status Quo"} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    394
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    395
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert effciencies in p.u.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    396
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["efficiency"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    397
                 | 
                                    
                                                     | 
                
                 | 
                            "battery": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    398
                 | 
                                    
                                                     | 
                
                 | 
                                "store": read_costs(costs, "battery inverter", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    399
                 | 
                                    
                                                     | 
                
                 | 
                                ** 0.5,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    400
                 | 
                                    
                                                     | 
                
                 | 
                                "dispatch": read_costs(costs, "battery inverter", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    401
                 | 
                                    
                                                     | 
                
                 | 
                                ** 0.5,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    402
                 | 
                                    
                                                     | 
                
                 | 
                                "standing_loss": 0,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    403
                 | 
                                    
                                                     | 
                
                 | 
                                "max_hours": 6,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    404
                 | 
                                    
                                                     | 
                
                 | 
                                "cyclic_state_of_charge": True,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    405
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    406
                 | 
                                    
                                                     | 
                
                 | 
                            "pumped_hydro": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    407
                 | 
                                    
                                                     | 
                
                 | 
                                "store": read_costs(costs, "PHS", "efficiency") ** 0.5,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    408
                 | 
                                    
                                                     | 
                
                 | 
                                "dispatch": read_costs(costs, "PHS", "efficiency") ** 0.5,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    409
                 | 
                                    
                                                     | 
                
                 | 
                                "standing_loss": 0,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    410
                 | 
                                    
                                                     | 
                
                 | 
                                "max_hours": 6,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    411
                 | 
                                    
                                                     | 
                
                 | 
                                "cyclic_state_of_charge": True,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    412
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    413
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    414
                 | 
                                    
                                                     | 
                
                 | 
                        # Warning: Electrical parameters are set in osmTGmod, editing these values will not change the data!  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    415
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["electrical_parameters"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    416
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_line_110kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    417
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 260,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    418
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.109,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    419
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 1.2,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    420
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    421
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_cable_110kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    422
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 280,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    423
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.0177,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    424
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.3,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    425
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    426
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_line_220kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    427
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 520,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    428
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.109,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    429
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 1.0,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    430
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    431
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_cable_220kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    432
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 550,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    433
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.0176,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    434
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.3,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    435
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    436
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_line_380kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    437
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 1790,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    438
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.028,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    439
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.8,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    440
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    441
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_cable_380kV": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    442
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 925,  # [MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    443
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.0175,  # [Ohm/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    444
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.3,  # [mH/km]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    445
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    446
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    447
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    448
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert overnight investment costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    449
                 | 
                                    
                                                     | 
                
                 | 
                        # Source for transformer costs: Netzentwicklungsplan Strom 2035, Version 2021, 2. Entwurf  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    450
                 | 
                                    
                                                     | 
                
                 | 
                        # Source for HV lines and cables: Dena Verteilnetzstudie 2021, p. 146  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    451
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["overnight_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    452
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_overhead_line": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    453
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    454
                 | 
                                    
                                                     | 
                
                 | 
                            ),  # [EUR/km/MW]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    455
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_overhead_line": 0.06e6  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    456
                 | 
                                    
                                                     | 
                
                 | 
                            / parameters["electrical_parameters"]["ac_line_110kV"][  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    457
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    458
                 | 
                                    
                                                     | 
                
                 | 
                            ],  # [EUR/km/MW]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    459
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_cable": 0.8e6  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    460
                 | 
                                    
                                                     | 
                
                 | 
                            / parameters["electrical_parameters"]["ac_cable_110kV"][  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    461
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    462
                 | 
                                    
                                                     | 
                
                 | 
                            ],  # [EUR/km/MW]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    463
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_overhead_line": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    464
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVDC overhead", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    465
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    466
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_cable": read_costs(costs, "HVDC overhead", "investment"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    467
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_inverter": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    468
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVDC inverter pair", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    469
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    470
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_110": 17.33e3,  # [EUR/MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    471
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_220": 13.33e3,  # [EUR/MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    472
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_220_110": 17.5e3,  # [EUR/MVA]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    473
                 | 
                                    
                                                     | 
                
                 | 
                            "battery inverter": read_costs(  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    474
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery inverter", "investment"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    475
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    476
                 | 
                                    
                                                     | 
                
                 | 
                            "battery storage": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    477
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery storage", "investment"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    478
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    479
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    480
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    481
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["lifetime"] = { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    482
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_overhead_line": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    483
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    484
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    485
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_cable": read_costs(costs, "HVAC overhead", "lifetime"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    486
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_overhead_line": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    487
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    488
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    489
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_cable": read_costs(costs, "HVAC overhead", "lifetime"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    490
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_overhead_line": read_costs(costs, "HVDC overhead", "lifetime"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    491
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_cable": read_costs(costs, "HVDC overhead", "lifetime"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    492
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_inverter": read_costs(costs, "HVDC inverter pair", "lifetime"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    493
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_110": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    494
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    495
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    496
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_220": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    497
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    498
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    499
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_220_110": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    500
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    501
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    502
                 | 
                                    
                                                     | 
                
                 | 
                            "battery inverter": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    503
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery inverter", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    504
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    505
                 | 
                                    
                                                     | 
                
                 | 
                            "battery storage": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    506
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery storage", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    507
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    508
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    509
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert annualized capital costs  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    510
                 | 
                                    
                                                     | 
                
                 | 
                        # lines in EUR/km/MW/a  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    511
                 | 
                                    
                                                     | 
                
                 | 
                        # transfermer, inverter, battery in EUR/MW/a  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    512
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["capital_cost"] = {} | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    513
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    514
                 | 
                                    
                                                     | 
                
                 | 
                        for comp in parameters["overnight_cost"].keys():  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    515
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"][comp] = annualize_capital_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    516
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["overnight_cost"][comp],  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    517
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["lifetime"][comp],  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    518
                 | 
                                    
                                                     | 
                
                 | 
                                global_settings("eGon2035")["interest_rate"], | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    519
                 | 
                                    
                                                     | 
                
                 | 
                            )  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    520
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    521
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["capital_cost"]["battery"] = (  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    522
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"]["battery inverter"]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    523
                 | 
                                    
                                                     | 
                
                 | 
                            + parameters["efficiency"]["battery"]["max_hours"]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    524
                 | 
                                    
                                                     | 
                
                 | 
                            * parameters["capital_cost"]["battery storage"]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    525
                 | 
                                    
                                                     | 
                
                 | 
                        )  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    526
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    527
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert marginal_costs in EUR/MWh  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    528
                 | 
                                    
                                                     | 
                
                 | 
                        # marginal cost can include fuel, C02 and operation and maintenance costs  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    529
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["marginal_cost"] = { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    530
                 | 
                                    
                                                     | 
                
                 | 
                            "wind_offshore": read_costs(costs, "offwind", "VOM"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    531
                 | 
                                    
                                                     | 
                
                 | 
                            "wind_onshore": read_costs(costs, "onwind", "VOM"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    532
                 | 
                                    
                                                     | 
                
                 | 
                            "solar": read_costs(costs, "solar", "VOM"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    533
                 | 
                                    
                                                     | 
                
                 | 
                            # According to https://www.aemo.com.au/-/media/Files/Electricity/NEM/Planning_and_Forecasting/Inputs-Assumptions-Methodologies/2019/Report-Pumped-Hydro-Cost-Modelling.pdf  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    534
                 | 
                                    
                                                     | 
                
                 | 
                            # for hydro generation all operations and maintenance costs might  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    535
                 | 
                                    
                                                     | 
                
                 | 
                            # be categorized as fixed rather than variable.  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    536
                 | 
                                    
                                                     | 
                
                 | 
                            "run_of_river": 0,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    537
                 | 
                                    
                                                     | 
                
                 | 
                            "reservoir": 0,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    538
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    539
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    540
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "eGon2021":  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    541
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = {} | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    542
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    543
                 | 
                                    
                                                     | 
                
                 | 
                    elif (scenario == "status2019") or (scenario == "status2023"):  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    544
                 | 
                                    
                                                     | 
                
                 | 
                        costs = read_csv(2020)  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    545
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    546
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = {"grid_topology": "Status Quo"} | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    547
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert effciencies in p.u.  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    548
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["efficiency"] = { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    549
                 | 
                                    
                                                     | 
                
                 | 
                            "oil": read_costs(costs, "oil", "efficiency"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    550
                 | 
                                    
                                                     | 
                
                 | 
                            "battery": { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    551
                 | 
                                    
                                                     | 
                
                 | 
                                "store": read_costs(costs, "battery inverter", "efficiency")  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    552
                 | 
                                    
                                                     | 
                
                 | 
                                ** 0.5,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    553
                 | 
                                    
                                                     | 
                
                 | 
                                "dispatch": read_costs(costs, "battery inverter", "efficiency")  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    554
                 | 
                                    
                                                     | 
                
                 | 
                                ** 0.5,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    555
                 | 
                                    
                                                     | 
                
                 | 
                                "standing_loss": 0,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    556
                 | 
                                    
                                                     | 
                
                 | 
                                "max_hours": 6,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    557
                 | 
                                    
                                                     | 
                
                 | 
                                "cyclic_state_of_charge": True,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    558
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    559
                 | 
                                    
                                                     | 
                
                 | 
                            "pumped_hydro": { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    560
                 | 
                                    
                                                     | 
                
                 | 
                                "store": read_costs(costs, "PHS", "efficiency") ** 0.5,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    561
                 | 
                                    
                                                     | 
                
                 | 
                                "dispatch": read_costs(costs, "PHS", "efficiency") ** 0.5,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    562
                 | 
                                    
                                                     | 
                
                 | 
                                "standing_loss": 0,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    563
                 | 
                                    
                                                     | 
                
                 | 
                                "max_hours": 6,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    564
                 | 
                                    
                                                     | 
                
                 | 
                                "cyclic_state_of_charge": True,  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    565
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    566
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    567
                 | 
                                    
                                                     | 
                
                 | 
                        # Warning: Electrical parameters are set in osmTGmod, editing these values will not change the data!  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    568
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["electrical_parameters"] = { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    569
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_line_110kV": { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    570
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 260,  # [MVA]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    571
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.109,  # [Ohm/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    572
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 1.2,  # [mH/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    573
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    574
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_cable_110kV": { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    575
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 280,  # [MVA]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    576
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.0177,  # [Ohm/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    577
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.3,  # [mH/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    578
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    579
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_line_220kV": { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    580
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 520,  # [MVA]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    581
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.109,  # [Ohm/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    582
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 1.0,  # [mH/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    583
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    584
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_cable_220kV": { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    585
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 550,  # [MVA]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    586
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.0176,  # [Ohm/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    587
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.3,  # [mH/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    588
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    589
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_line_380kV": { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    590
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 1790,  # [MVA]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    591
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.028,  # [Ohm/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    592
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.8,  # [mH/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    593
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    594
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_cable_380kV": { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    595
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom": 925,  # [MVA]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    596
                 | 
                                    
                                                     | 
                
                 | 
                                "R": 0.0175,  # [Ohm/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    597
                 | 
                                    
                                                     | 
                
                 | 
                                "L": 0.3,  # [mH/km]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    598
                 | 
                                    
                                                     | 
                
                 | 
                            },  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    599
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    600
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    601
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert overnight investment costs  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    602
                 | 
                                    
                                                     | 
                
                 | 
                        # Source for eHV grid costs: Netzentwicklungsplan Strom 2035, Version 2021, 2. Entwurf  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    603
                 | 
                                    
                                                     | 
                
                 | 
                        # Source for HV lines and cables: Dena Verteilnetzstudie 2021, p. 146  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    604
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["overnight_cost"] = { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    605
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_overhead_line": 2.5e6  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    606
                 | 
                                    
                                                     | 
                
                 | 
                            / (  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    607
                 | 
                                    
                                                     | 
                
                 | 
                                2  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    608
                 | 
                                    
                                                     | 
                
                 | 
                                * parameters["electrical_parameters"]["ac_line_380kV"]["s_nom"]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    609
                 | 
                                    
                                                     | 
                
                 | 
                            ),  # [EUR/km/MW]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    610
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_cable": 11.5e6  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    611
                 | 
                                    
                                                     | 
                
                 | 
                            / (  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    612
                 | 
                                    
                                                     | 
                
                 | 
                                2  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    613
                 | 
                                    
                                                     | 
                
                 | 
                                * parameters["electrical_parameters"]["ac_cable_380kV"][  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    614
                 | 
                                    
                                                     | 
                
                 | 
                                    "s_nom"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    615
                 | 
                                    
                                                     | 
                
                 | 
                                ]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    616
                 | 
                                    
                                                     | 
                
                 | 
                            ),  # [EUR/km/MW]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    617
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_overhead_line": 0.06e6  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    618
                 | 
                                    
                                                     | 
                
                 | 
                            / parameters["electrical_parameters"]["ac_line_110kV"][  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    619
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    620
                 | 
                                    
                                                     | 
                
                 | 
                            ],  # [EUR/km/MW]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    621
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_cable": 0.8e6  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    622
                 | 
                                    
                                                     | 
                
                 | 
                            / parameters["electrical_parameters"]["ac_cable_110kV"][  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    623
                 | 
                                    
                                                     | 
                
                 | 
                                "s_nom"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    624
                 | 
                                    
                                                     | 
                
                 | 
                            ],  # [EUR/km/MW]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    625
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_overhead_line": 0.5e3,  # [EUR/km/MW]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    626
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_cable": 3.25e3,  # [EUR/km/MW]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    627
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_inverter": 0.3e6,  # [EUR/MW]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    628
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_110": 17.33e3,  # [EUR/MVA]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    629
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_220": 13.33e3,  # [EUR/MVA]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    630
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_220_110": 17.5e3,  # [EUR/MVA]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    631
                 | 
                                    
                                                     | 
                
                 | 
                            "battery inverter": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    632
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery inverter", "investment"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    633
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    634
                 | 
                                    
                                                     | 
                
                 | 
                            "battery storage": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    635
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery storage", "investment"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    636
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    637
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    638
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    639
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["lifetime"] = { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    640
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_overhead_line": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    641
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    642
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    643
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_ehv_cable": read_costs(costs, "HVAC overhead", "lifetime"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    644
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_overhead_line": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    645
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    646
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    647
                 | 
                                    
                                                     | 
                
                 | 
                            "ac_hv_cable": read_costs(costs, "HVAC overhead", "lifetime"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    648
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_overhead_line": read_costs(costs, "HVDC overhead", "lifetime"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    649
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_cable": read_costs(costs, "HVDC overhead", "lifetime"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    650
                 | 
                                    
                                                     | 
                
                 | 
                            "dc_inverter": read_costs(costs, "HVDC inverter pair", "lifetime"),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    651
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_110": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    652
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    653
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    654
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_380_220": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    655
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    656
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    657
                 | 
                                    
                                                     | 
                
                 | 
                            "transformer_220_110": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    658
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "HVAC overhead", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    659
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    660
                 | 
                                    
                                                     | 
                
                 | 
                            "battery inverter": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    661
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery inverter", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    662
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    663
                 | 
                                    
                                                     | 
                
                 | 
                            "battery storage": read_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    664
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "battery storage", "lifetime"  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    665
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    666
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    667
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert annualized capital costs  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    668
                 | 
                                    
                                                     | 
                
                 | 
                        # lines in EUR/km/MW/a  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    669
                 | 
                                    
                                                     | 
                
                 | 
                        # transfermer, inverter, battery in EUR/MW/a  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    670
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["capital_cost"] = {} | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    671
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    672
                 | 
                                    
                                                     | 
                
                 | 
                        for comp in parameters["overnight_cost"].keys():  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    673
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"][comp] = annualize_capital_costs(  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    674
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["overnight_cost"][comp],  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    675
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["lifetime"][comp],  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    676
                 | 
                                    
                                                     | 
                
                 | 
                                global_settings("status2019")["interest_rate"], | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    677
                 | 
                                    
                                                     | 
                
                 | 
                            )  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    678
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    679
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["capital_cost"]["battery"] = (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    680
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"]["battery inverter"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    681
                 | 
                                    
                                                     | 
                
                 | 
                            + parameters["efficiency"]["battery"]["max_hours"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    682
                 | 
                                    
                                                     | 
                
                 | 
                            * parameters["capital_cost"]["battery storage"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    683
                 | 
                                    
                                                     | 
                
                 | 
                        )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    684
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    685
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["marginal_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    686
                 | 
                                    
                                                     | 
                
                 | 
                            "oil": global_settings(scenario)["fuel_costs"]["oil"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    687
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "oil", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    688
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "oil", "VOM")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    689
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    690
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"]["oil"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    691
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "oil", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    692
                 | 
                                    
                                                     | 
                
                 | 
                            "other_non_renewable": global_settings(scenario)["fuel_costs"][  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    693
                 | 
                                    
                                                     | 
                
                 | 
                                "gas"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    694
                 | 
                                    
                                                     | 
                
                 | 
                            ] / read_costs(costs, "OCGT", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    695
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    696
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"][  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    697
                 | 
                                    
                                                     | 
                
                 | 
                                "other_non_renewable"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    698
                 | 
                                    
                                                     | 
                
                 | 
                            ] / read_costs(costs, "OCGT", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    699
                 | 
                                    
                                                     | 
                
                 | 
                            "lignite": global_settings(scenario)["fuel_costs"]["lignite"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    700
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "lignite", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    701
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "lignite", "VOM")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    702
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    703
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"]["lignite"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    704
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "lignite", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    705
                 | 
                                    
                                                     | 
                
                 | 
                            "coal": global_settings(scenario)["fuel_costs"]["coal"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    706
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "coal", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    707
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "coal", "VOM")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    708
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    709
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"]["coal"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    710
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "coal", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    711
                 | 
                                    
                                                     | 
                
                 | 
                            "OCGT": global_settings(scenario)["fuel_costs"]["gas"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    712
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "OCGT", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    713
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "OCGT", "VOM")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    714
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    715
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"]["gas"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    716
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "OCGT", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    717
                 | 
                                    
                                                     | 
                
                 | 
                            "nuclear": global_settings(scenario)["fuel_costs"]["nuclear"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    718
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "nuclear", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    719
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "nuclear", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    720
                 | 
                                    
                                                     | 
                
                 | 
                            "biomass": global_settings(scenario)["fuel_costs"]["biomass"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    721
                 | 
                                    
                                                     | 
                
                 | 
                            / read_costs(costs, "biomass CHP", "efficiency")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    722
                 | 
                                    
                                                     | 
                
                 | 
                            + read_costs(costs, "biomass CHP", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    723
                 | 
                                    
                                                     | 
                
                 | 
                            "wind_offshore": read_costs(costs, "offwind", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    724
                 | 
                                    
                                                     | 
                
                 | 
                            "wind_onshore": read_costs(costs, "onwind", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    725
                 | 
                                    
                                                     | 
                
                 | 
                            "solar": read_costs(costs, "solar", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    726
                 | 
                                    
                                                     | 
                
                 | 
                            # According to https://www.aemo.com.au/-/media/Files/Electricity/NEM/Planning_and_Forecasting/Inputs-Assumptions-Methodologies/2019/Report-Pumped-Hydro-Cost-Modelling.pdf  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    727
                 | 
                                    
                                                     | 
                
                 | 
                            # for hydro generation all operations and maintenance costs might  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    728
                 | 
                                    
                                                     | 
                
                 | 
                            # be categorized as fixed rather than variable.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    729
                 | 
                                    
                                                     | 
                
                 | 
                            "run_of_river": 0,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    730
                 | 
                                    
                                                     | 
                
                 | 
                            "reservoir": 0,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    731
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    732
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    733
                 | 
                                    
                                                     | 
                
                 | 
                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    734
                 | 
                                    
                                                     | 
                
                 | 
                        print(f"Scenario name {scenario} is not valid.") | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    735
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    736
                 | 
                                    
                                                     | 
                
                 | 
                    return parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    737
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    738
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    739
                 | 
                                    
                                                     | 
                
                 | 
                def gas(scenario):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    740
                 | 
                                    
                                                     | 
                
                 | 
                    """Returns paramaters of the gas sector for the selected scenario.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    741
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    742
                 | 
                                    
                                                     | 
                
                 | 
                    Parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    743
                 | 
                                    
                                                     | 
                
                 | 
                    ----------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    744
                 | 
                                    
                                                     | 
                
                 | 
                    scenario : str  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    745
                 | 
                                    
                                                     | 
                
                 | 
                        Name of the scenario.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    746
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    747
                 | 
                                    
                                                     | 
                
                 | 
                    Returns  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    748
                 | 
                                    
                                                     | 
                
                 | 
                    -------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    749
                 | 
                                    
                                                     | 
                
                 | 
                    parameters : dict  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    750
                 | 
                                    
                                                     | 
                
                 | 
                        List of parameters of gas sector  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    751
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    752
                 | 
                                    
                                                     | 
                
                 | 
                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    753
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    754
                 | 
                                    
                                                     | 
                
                 | 
                    if scenario == "eGon2035":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    755
                 | 
                                    
                                                     | 
                
                 | 
                        costs = read_csv(2035)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    756
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    757
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    758
                 | 
                                    
                                                     | 
                
                 | 
                            "main_gas_carrier": "CH4",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    759
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_feedin_volumetric_fraction": 0.15,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    760
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    761
                 | 
                                    
                                                     | 
                
                 | 
                          | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    762
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert effciencies in p.u.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    763
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["efficiency"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    764
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2": 0.6805,      #source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    765
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_power": read_costs(costs, "fuel cell", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    766
                 | 
                                    
                                                     | 
                
                 | 
                            "CH4_to_H2": read_costs(costs, "SMR", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    767
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_feedin": 1,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    768
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_CH4": read_costs(costs, "methanation", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    769
                 | 
                                    
                                                     | 
                
                 | 
                            "OCGT": read_costs(costs, "OCGT", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    770
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_Heat": 0.2,     #overall efficiency (20% electrical Input converted into waste-heat); source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    771
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_O2": 0.04,          #O2-transfer efficiency; source:  Sayed Sadat, Modeling Regional Utilization of the electrolysers Co-Products Oxygen and Heat in Germany, 2024  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    772
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    773
                 | 
                                    
                                                     | 
                
                 | 
                          | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    774
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert overnight investment costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    775
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["overnight_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    776
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_system": 452_000, #[EUR/MW]  source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    777
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_stack": 0.21 * 452_000, #[EUR/MW] source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    778
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_OPEX": 0.03 * 452_000, #[EUR/MW/a]  3% of CAPEX, source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    779
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_power": read_costs(costs, "fuel cell", "investment"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    780
                 | 
                                    
                                                     | 
                
                 | 
                            "CH4_to_H2": read_costs(costs, "SMR", "investment"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    781
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_CH4": read_costs(costs, "methanation", "investment"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    782
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_feedin": 0,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    783
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_underground": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    784
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "hydrogen storage underground", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    785
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    786
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_overground": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    787
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "hydrogen storage tank incl. compressor", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    788
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    789
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_pipeline": read_costs(costs, "H2 (g) pipeline", "investment"), # [EUR/MW/km]   | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    790
                 | 
                                    
                                                     | 
                
                 | 
                            "Heat_exchanger": 25_000, # [EUR/MW_th] cost assumption for one additional heat_exchanger; source: project internal cost assumption by Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    791
                 | 
                                    
                                                     | 
                
                 | 
                            "Heat_pipeline": 400_000, # [EUR/MW/km]; average value for DN100-pipeline; source: L. Zimmermann, MODELLIERUNG DER ABWÄRMENUTZUNG VON ELEKTROLYSEUREN IN DEUTSCHLAND FÜR EINE TECHNO - ÖKONOMISCHE OPTIMIERUNG EINES SEKTOR - GEKOPPELTEN ENERGIESYSTEM, 2024  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    792
                 | 
                                    
                                                     | 
                
                 | 
                            "O2_components": 5000, # [EUR] ; source: Sayed Sadat, Modeling Regional Utilization of the electrolysers Co-Products Oxygen and Heat in Germany, 2024   | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    793
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    794
                 | 
                                    
                                                     | 
                
                 | 
                          | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    795
                 | 
                                    
                                                     | 
                
                 | 
                        #overnight_costs for O2_pipeinecosts related to pipeline_diameter  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    796
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["O2_pipeline_costs"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    797
                 | 
                                    
                                                     | 
                
                 | 
                            0.5: 500_000,  # EUR/km  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    798
                 | 
                                    
                                                     | 
                
                 | 
                            0.4: 450_000,  # EUR/km  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    799
                 | 
                                    
                                                     | 
                
                 | 
                            0.3: 400_000,  # EUR/km  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    800
                 | 
                                    
                                                     | 
                
                 | 
                            0.2: 350_000,  # EUR/km  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    801
                 | 
                                    
                                                     | 
                
                 | 
                            0.0: 300_000,  # EUR/km   (costs for any other pipeline diameter)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    802
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    803
                 | 
                                    
                                                     | 
                
                 | 
                          | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    804
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert lifetime  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    805
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["lifetime"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    806
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_system": 25,  # source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    807
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_stack": 15,  #85000 hours ~ 15 years; source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    808
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_OPEX": 1, #given as OPEX/year  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    809
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_power": read_costs(costs, "fuel cell", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    810
                 | 
                                    
                                                     | 
                
                 | 
                            "CH4_to_H2": read_costs(costs, "SMR", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    811
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_CH4": read_costs(costs, "methanation", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    812
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_feedin": read_costs(costs, "CH4 (g) pipeline", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    813
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_underground": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    814
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "hydrogen storage underground", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    815
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    816
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_overground": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    817
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "hydrogen storage tank incl. compressor", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    818
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    819
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_pipeline": read_costs(costs, "H2 (g) pipeline", "lifetime"),    | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    820
                 | 
                                    
                                                     | 
                
                 | 
                            "Heat_exchanger": 20, # assumption based on lifetime heat_exchanger; source: E. van der Roest, R. Bol, T. Fens und A. van Wijk, „Utilisation of waste heat from PEM electrolysers - Unlocking local optimisation, 2023  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    821
                 | 
                                    
                                                     | 
                
                 | 
                            "Heat_pipeline": 20,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    822
                 | 
                                    
                                                     | 
                
                 | 
                            "O2_components": 25,  # source: Sayed Sadat, Modeling Regional Utilization of the electrolysers Co-Products Oxygen and Heat in Germany, 2024   | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    823
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    824
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    825
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert annualized capital costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    826
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["capital_cost"] = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    827
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["O2_capital_cost"]= {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    828
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    829
                 | 
                                    
                                                     | 
                
                 | 
                        for comp in parameters["overnight_cost"].keys():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    830
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"][comp] = annualize_capital_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    831
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["overnight_cost"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    832
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["lifetime"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    833
                 | 
                                    
                                                     | 
                
                 | 
                                global_settings("eGon2035")["interest_rate"], | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    834
                 | 
                                    
                                                     | 
                
                 | 
                            )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    835
                 | 
                                    
                                                     | 
                
                 | 
                          | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    836
                 | 
                                    
                                                     | 
                
                 | 
                        for diameter in parameters["O2_pipeline_costs"].keys():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    837
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["O2_capital_cost"][diameter] = annualize_capital_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    838
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["O2_pipeline_costs"][diameter],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    839
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["lifetime"]["O2_components"],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    840
                 | 
                                    
                                                     | 
                
                 | 
                                global_settings("eGon2035")["interest_rate"], | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    841
                 | 
                                    
                                                     | 
                
                 | 
                            )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    842
                 | 
                                    
                                                     | 
                
                 | 
                              | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    843
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["marginal_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    844
                 | 
                                    
                                                     | 
                
                 | 
                            "CH4": global_settings(scenario)["fuel_costs"]["gas"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    845
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    846
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"]["gas"],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    847
                 | 
                                    
                                                     | 
                
                 | 
                            "OCGT": read_costs(costs, "OCGT", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    848
                 | 
                                    
                                                     | 
                
                 | 
                            "biogas": global_settings(scenario)["fuel_costs"]["gas"],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    849
                 | 
                                    
                                                     | 
                
                 | 
                            "chp_gas": read_costs(costs, "central gas CHP", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    850
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    851
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    852
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert max gas production (generator) over the year  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    853
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["max_gas_generation_overtheyear"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    854
                 | 
                                    
                                                     | 
                
                 | 
                            "CH4": 36000000,  # [MWh] Netzentwicklungsplan Gas 2020–2030  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    855
                 | 
                                    
                                                     | 
                
                 | 
                            "biogas": 10000000,  # [MWh] Netzentwicklungsplan Gas 2020–2030  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    856
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    857
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    858
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "eGon100RE":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    859
                 | 
                                    
                                                     | 
                
                 | 
                        costs = read_csv(2050)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    860
                 | 
                                    
                                                     | 
                
                 | 
                        interest_rate = 0.07  # [p.u.]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    861
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    862
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    863
                 | 
                                    
                                                     | 
                
                 | 
                            "main_gas_carrier": "H2",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    864
                 | 
                                    
                                                     | 
                
                 | 
                            "retrofitted_CH4pipeline-to-H2pipeline_share": 0.23,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    865
                 | 
                                    
                                                     | 
                
                 | 
                            # p-e-s result, this value is overwritten if p-e-s is run  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    866
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    867
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert effciencies in p.u.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    868
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["efficiency"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    869
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2": 0.709,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    870
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_power": read_costs(costs, "fuel cell", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    871
                 | 
                                    
                                                     | 
                
                 | 
                            "CH4_to_H2": read_costs(costs, "SMR", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    872
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_CH4": read_costs(costs, "methanation", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    873
                 | 
                                    
                                                     | 
                
                 | 
                            "OCGT": read_costs(costs, "OCGT", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    874
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_Heat": 0.2,   # source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    875
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_O2": 0.015,   # source:  Sayed Sadat, Modeling Regional Utilization of the electrolysers Co-Products Oxygen and Heat in Germany, 2024  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    876
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    877
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    878
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert FOM in %  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    879
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["FOM"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    880
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_underground": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    881
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "hydrogen storage underground", "FOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    882
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    883
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_overground": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    884
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "hydrogen storage tank incl. compressor", "FOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    885
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    886
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_system": 3,  #3% of CAPEX, source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    887
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_stack": 3, #3% of CAPEX source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    888
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_power": read_costs(costs, "fuel cell", "FOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    889
                 | 
                                    
                                                     | 
                
                 | 
                            "CH4_to_H2": read_costs(costs, "SMR", "FOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    890
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_CH4": read_costs(costs, "methanation", "FOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    891
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_pipeline": 3, # 3% of CAPEX  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    892
                 | 
                                    
                                                     | 
                
                 | 
                            "Heat_exchanger": 3, # 3% of CAPEX  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    893
                 | 
                                    
                                                     | 
                
                 | 
                            "Heat_pipeline": 3, # 3% of CAPEX   | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    894
                 | 
                                    
                                                     | 
                
                 | 
                            "O2_components": 3, # 3% of CAPEX    | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    895
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_pipeline_retrofit": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    896
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "H2 (g) pipeline repurposed", "FOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    897
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    898
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    899
                 | 
                                    
                                                     | 
                
                 | 
                          | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    900
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert overnight investment costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    901
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["overnight_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    902
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_system": 357_000,  #[EUR/MW] source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    903
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_stack": 0.21 * 357_000, #[EUR/MW] source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    904
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_power": read_costs(costs, "fuel cell", "investment"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    905
                 | 
                                    
                                                     | 
                
                 | 
                            "CH4_to_H2": read_costs(costs, "SMR", "investment"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    906
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_CH4": read_costs(costs, "methanation", "investment"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    907
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_underground": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    908
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "hydrogen storage underground", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    909
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    910
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_overground": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    911
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "hydrogen storage tank incl. compressor", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    912
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    913
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_pipeline": read_costs(costs, "H2 (g) pipeline", "investment"), # [EUR/MW/km]   | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    914
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_pipeline_retrofit": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    915
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "H2 (g) pipeline repurposed", "FOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    916
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    917
                 | 
                                    
                                                     | 
                
                 | 
                            "Heat_exchanger": 25_000, # [EUR/MW_th] cost assumption for one additional heat_exchanger; source: project internal cost assumption by Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    918
                 | 
                                    
                                                     | 
                
                 | 
                            "Heat_pipeline": 400_000, # [EUR/MW/km]; average value for DN100-pipeline; source: L. Zimmermann, MODELLIERUNG DER ABWÄRMENUTZUNG VON ELEKTROLYSEUREN IN DEUTSCHLAND FÜR EINE TECHNO - ÖKONOMISCHE OPTIMIERUNG EINES SEKTOR - GEKOPPELTEN ENERGIESYSTEM, 2024  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    919
                 | 
                                    
                                                     | 
                
                 | 
                            "O2_components": 5000, # [EUR] ; source toDO: ask sayed   | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    920
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    921
                 | 
                                    
                                                     | 
                
                 | 
                         | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    922
                 | 
                                    
                                                     | 
                
                 | 
                        #overnight_costs for O2_pipeinecosts related to pipeline_diameter  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    923
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["O2_pipeline_costs"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    924
                 | 
                                    
                                                     | 
                
                 | 
                            0.5: 500_000,  # EUR/km  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    925
                 | 
                                    
                                                     | 
                
                 | 
                            0.4: 450_000,  # EUR/km  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    926
                 | 
                                    
                                                     | 
                
                 | 
                            0.3: 400_000,  # EUR/km  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    927
                 | 
                                    
                                                     | 
                
                 | 
                            0.2: 350_000,  # EUR/km  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    928
                 | 
                                    
                                                     | 
                
                 | 
                            0: 300_000,  # EUR/km   (costs for any other pipeline diameter)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    929
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    930
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    931
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert lifetime  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    932
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["lifetime"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    933
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_system": 30,  # source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    934
                 | 
                                    
                                                     | 
                
                 | 
                            "power_to_H2_stack": 20,  #110_000 hours ~ 20 years; source: project internal assumption Fraunhofer ISE  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    935
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_power": read_costs(costs, "fuel cell", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    936
                 | 
                                    
                                                     | 
                
                 | 
                            "CH4_to_H2": read_costs(costs, "SMR", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    937
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_to_CH4": read_costs(costs, "methanation", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    938
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_feedin": read_costs(costs, "CH4 (g) pipeline", "lifetime"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    939
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_underground": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    940
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "hydrogen storage underground", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    941
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    942
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_overground": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    943
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "hydrogen storage tank incl. compressor", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    944
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    945
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_pipeline": read_costs(costs, "H2 (g) pipeline", "lifetime"),    | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    946
                 | 
                                    
                                                     | 
                
                 | 
                            "H2_pipeline_retrofit": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    947
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "H2 (g) pipeline repurposed", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    948
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    949
                 | 
                                    
                                                     | 
                
                 | 
                            "Heat_exchanger": 20, # assumption based on lifetime heat_exchanger; source: E. van der Roest, R. Bol, T. Fens und A. van Wijk, „Utilisation of waste heat from PEM electrolysers - Unlocking local optimisation, 2023  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    950
                 | 
                                    
                                                     | 
                
                 | 
                            "Heat_pipeline": 20,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    951
                 | 
                                    
                                                     | 
                
                 | 
                            "O2_components": 25,  # source toDO: ask sayed   | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    952
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    953
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    954
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    955
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["capital_cost"] = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    956
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["O2_capital_cost"] = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    957
                 | 
                                    
                                                     | 
                
                 | 
                          | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    958
                 | 
                                    
                                                     | 
                
                 | 
                        for comp in parameters["overnight_cost"].keys():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    959
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"][comp] = annualize_capital_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    960
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["overnight_cost"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    961
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["lifetime"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    962
                 | 
                                    
                                                     | 
                
                 | 
                                interest_rate,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    963
                 | 
                                    
                                                     | 
                
                 | 
                            ) + parameters["overnight_cost"][comp] * (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    964
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["FOM"][comp] / 100  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    965
                 | 
                                    
                                                     | 
                
                 | 
                            )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    966
                 | 
                                    
                                                     | 
                
                 | 
                                  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    967
                 | 
                                    
                                                     | 
                
                 | 
                        for comp in ["H2_to_power", "H2_to_CH4"]:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    968
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"][comp] = (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    969
                 | 
                                    
                                                     | 
                
                 | 
                                annualize_capital_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    970
                 | 
                                    
                                                     | 
                
                 | 
                                    parameters["overnight_cost"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    971
                 | 
                                    
                                                     | 
                
                 | 
                                    parameters["lifetime"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    972
                 | 
                                    
                                                     | 
                
                 | 
                                    interest_rate,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    973
                 | 
                                    
                                                     | 
                
                 | 
                                )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    974
                 | 
                                    
                                                     | 
                
                 | 
                                + parameters["overnight_cost"][comp]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    975
                 | 
                                    
                                                     | 
                
                 | 
                                * (parameters["FOM"][comp] / 100)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    976
                 | 
                                    
                                                     | 
                
                 | 
                            ) * parameters["efficiency"][comp]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    977
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    978
                 | 
                                    
                                                     | 
                
                 | 
                        for diameter in parameters["O2_pipeline_costs"].keys():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    979
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["O2_capital_cost"][diameter] = annualize_capital_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    980
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["O2_pipeline_costs"][diameter],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    981
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["lifetime"]["O2_components"],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    982
                 | 
                                    
                                                     | 
                
                 | 
                                interest_rate,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    983
                 | 
                                    
                                                     | 
                
                 | 
                            )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    984
                 | 
                                    
                                                     | 
                
                 | 
                                      | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    985
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["marginal_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    986
                 | 
                                    
                                                     | 
                
                 | 
                            "OCGT": read_costs(costs, "OCGT", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    987
                 | 
                                    
                                                     | 
                
                 | 
                            "biogas": read_costs(costs, "biogas", "fuel"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    988
                 | 
                                    
                                                     | 
                
                 | 
                            "chp_gas": read_costs(costs, "central gas CHP", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    989
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    990
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    991
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "eGon2021":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    992
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    993
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    994
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "status2019":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    995
                 | 
                                    
                                                     | 
                
                 | 
                        costs = read_csv(2020)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    996
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    997
                 | 
                                    
                                                     | 
                
                 | 
                            "main_gas_carrier": "CH4",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    998
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    999
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1000
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["marginal_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1001
                 | 
                                    
                                                     | 
                
                 | 
                            "CH4": global_settings(scenario)["fuel_costs"]["gas"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1002
                 | 
                                    
                                                     | 
                
                 | 
                            + global_settings(scenario)["co2_costs"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1003
                 | 
                                    
                                                     | 
                
                 | 
                            * global_settings(scenario)["co2_emissions"]["gas"],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1004
                 | 
                                    
                                                     | 
                
                 | 
                            "OCGT": read_costs(costs, "OCGT", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1005
                 | 
                                    
                                                     | 
                
                 | 
                            "biogas": global_settings(scenario)["fuel_costs"]["gas"],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1006
                 | 
                                    
                                                     | 
                
                 | 
                            "chp_gas": read_costs(costs, "central gas CHP", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1007
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1008
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert effciencies in p.u.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1009
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["efficiency"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1010
                 | 
                                    
                                                     | 
                
                 | 
                            "OCGT": read_costs(costs, "OCGT", "efficiency"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1011
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1012
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1013
                 | 
                                    
                                                     | 
                
                 | 
                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1014
                 | 
                                    
                                                     | 
                
                 | 
                        print(f"Scenario name {scenario} is not valid.") | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1015
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1016
                 | 
                                    
                                                     | 
                
                 | 
                    return parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1017
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1018
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1019
                 | 
                                    
                                                     | 
                
                 | 
                def mobility(scenario):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1020
                 | 
                                    
                                                     | 
                
                 | 
                    """Returns parameters of the mobility sector for the selected scenario.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1021
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1022
                 | 
                                    
                                                     | 
                
                 | 
                    Parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1023
                 | 
                                    
                                                     | 
                
                 | 
                    ----------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1024
                 | 
                                    
                                                     | 
                
                 | 
                    scenario : str  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1025
                 | 
                                    
                                                     | 
                
                 | 
                        Name of the scenario.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1026
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1027
                 | 
                                    
                                                     | 
                
                 | 
                    Returns  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1028
                 | 
                                    
                                                     | 
                
                 | 
                    -------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1029
                 | 
                                    
                                                     | 
                
                 | 
                    parameters : dict  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1030
                 | 
                                    
                                                     | 
                
                 | 
                        List of parameters of mobility sector  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1031
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1032
                 | 
                                    
                                                     | 
                
                 | 
                    Notes  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1033
                 | 
                                    
                                                     | 
                
                 | 
                    -----  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1034
                 | 
                                    
                                                     | 
                
                 | 
                    For a detailed description of the parameters see module  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1035
                 | 
                                    
                                                     | 
                
                 | 
                    :mod:`egon.data.datasets.emobility.motorized_individual_travel`.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1036
                 | 
                                    
                                                     | 
                
                 | 
                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1037
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1038
                 | 
                                    
                                                     | 
                
                 | 
                    if scenario == "eGon2035":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1039
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1040
                 | 
                                    
                                                     | 
                
                 | 
                            "motorized_individual_travel": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1041
                 | 
                                    
                                                     | 
                
                 | 
                                "NEP C 2035": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1042
                 | 
                                    
                                                     | 
                
                 | 
                                    "ev_count": 15100000,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1043
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_mini_share": 0.1589,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1044
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_medium_share": 0.3533,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1045
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_luxury_share": 0.1053,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1046
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_mini_share": 0.0984,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1047
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_medium_share": 0.2189,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1048
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_luxury_share": 0.0652,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1049
                 | 
                                    
                                                     | 
                
                 | 
                                    "model_parameters": {}, | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1050
                 | 
                                    
                                                     | 
                
                 | 
                                }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1051
                 | 
                                    
                                                     | 
                
                 | 
                            }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1052
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1053
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1054
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "eGon100RE":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1055
                 | 
                                    
                                                     | 
                
                 | 
                        # eGon100RE has 3 Scenario variations  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1056
                 | 
                                    
                                                     | 
                
                 | 
                        #   * allocation will always be done for all scenarios  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1057
                 | 
                                    
                                                     | 
                
                 | 
                        #   * model data will be written to tables `egon_etrago_*` only  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1058
                 | 
                                    
                                                     | 
                
                 | 
                        #     for the variation as speciefied in `datasets.yml`  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1059
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1060
                 | 
                                    
                                                     | 
                
                 | 
                            "motorized_individual_travel": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1061
                 | 
                                    
                                                     | 
                
                 | 
                                "Reference 2050": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1062
                 | 
                                    
                                                     | 
                
                 | 
                                    "ev_count": 25065000,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1063
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_mini_share": 0.1589,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1064
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_medium_share": 0.3533,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1065
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_luxury_share": 0.1053,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1066
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_mini_share": 0.0984,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1067
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_medium_share": 0.2189,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1068
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_luxury_share": 0.0652,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1069
                 | 
                                    
                                                     | 
                
                 | 
                                    "model_parameters": {}, | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1070
                 | 
                                    
                                                     | 
                
                 | 
                                },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1071
                 | 
                                    
                                                     | 
                
                 | 
                                "Mobility Transition 2050": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1072
                 | 
                                    
                                                     | 
                
                 | 
                                    "ev_count": 37745000,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1073
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_mini_share": 0.1589,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1074
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_medium_share": 0.3533,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1075
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_luxury_share": 0.1053,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1076
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_mini_share": 0.0984,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1077
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_medium_share": 0.2189,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1078
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_luxury_share": 0.0652,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1079
                 | 
                                    
                                                     | 
                
                 | 
                                    "model_parameters": {}, | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1080
                 | 
                                    
                                                     | 
                
                 | 
                                },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1081
                 | 
                                    
                                                     | 
                
                 | 
                                "Electrification 2050": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1082
                 | 
                                    
                                                     | 
                
                 | 
                                    "ev_count": 47700000,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1083
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_mini_share": 0.1589,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1084
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_medium_share": 0.3533,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1085
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_luxury_share": 0.1053,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1086
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_mini_share": 0.0984,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1087
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_medium_share": 0.2189,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1088
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_luxury_share": 0.0652,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1089
                 | 
                                    
                                                     | 
                
                 | 
                                    "model_parameters": {}, | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1090
                 | 
                                    
                                                     | 
                
                 | 
                                },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1091
                 | 
                                    
                                                     | 
                
                 | 
                            }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1092
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1093
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1094
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "eGon2021":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1095
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1096
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1097
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "status2019":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1098
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1099
                 | 
                                    
                                                     | 
                
                 | 
                            "motorized_individual_travel": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1100
                 | 
                                    
                                                     | 
                
                 | 
                                "status2019": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1101
                 | 
                                    
                                                     | 
                
                 | 
                                    "ev_count": 200000,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1102
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_mini_share": 0.1589,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1103
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_medium_share": 0.3533,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1104
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_luxury_share": 0.1053,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1105
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_mini_share": 0.0984,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1106
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_medium_share": 0.2189,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1107
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_luxury_share": 0.0652,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1108
                 | 
                                    
                                                     | 
                
                 | 
                                    "model_parameters": {}, | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1109
                 | 
                                    
                                                     | 
                
                 | 
                                }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1110
                 | 
                                    
                                                     | 
                
                 | 
                            }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1111
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1112
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1113
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "status2023":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1114
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1115
                 | 
                                    
                                                     | 
                
                 | 
                            "motorized_individual_travel": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1116
                 | 
                                    
                                                     | 
                
                 | 
                                "status2023": { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1117
                 | 
                                    
                                                     | 
                
                 | 
                                    "ev_count": 2577664,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1118
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_mini_share": 0.1535,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1119
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_medium_share": 0.3412,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1120
                 | 
                                    
                                                     | 
                
                 | 
                                    "bev_luxury_share": 0.1017,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1121
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_mini_share": 0.1038,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1122
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_medium_share": 0.2310,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1123
                 | 
                                    
                                                     | 
                
                 | 
                                    "phev_luxury_share": 0.0688,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1124
                 | 
                                    
                                                     | 
                
                 | 
                                    "model_parameters": {}, | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1125
                 | 
                                    
                                                     | 
                
                 | 
                                }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1126
                 | 
                                    
                                                     | 
                
                 | 
                            }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1127
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1128
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1129
                 | 
                                    
                                                     | 
                
                 | 
                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1130
                 | 
                                    
                                                     | 
                
                 | 
                        print(f"Scenario name {scenario} is not valid.") | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1131
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = dict()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1132
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1133
                 | 
                                    
                                                     | 
                
                 | 
                    return parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1134
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1135
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1136
                 | 
                                    
                                                     | 
                
                 | 
                def heat(scenario):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1137
                 | 
                                    
                                                     | 
                
                 | 
                    """Returns paramaters of the heat sector for the selected scenario.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1138
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1139
                 | 
                                    
                                                     | 
                
                 | 
                    Parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1140
                 | 
                                    
                                                     | 
                
                 | 
                    ----------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1141
                 | 
                                    
                                                     | 
                
                 | 
                    scenario : str  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1142
                 | 
                                    
                                                     | 
                
                 | 
                        Name of the scenario.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1143
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1144
                 | 
                                    
                                                     | 
                
                 | 
                    Returns  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1145
                 | 
                                    
                                                     | 
                
                 | 
                    -------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1146
                 | 
                                    
                                                     | 
                
                 | 
                    parameters : dict  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1147
                 | 
                                    
                                                     | 
                
                 | 
                        List of parameters of heat sector  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1148
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1149
                 | 
                                    
                                                     | 
                
                 | 
                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1150
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1151
                 | 
                                    
                                                     | 
                
                 | 
                    if scenario == "eGon2035":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1152
                 | 
                                    
                                                     | 
                
                 | 
                        costs = read_csv(2035)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1153
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1154
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1155
                 | 
                                    
                                                     | 
                
                 | 
                            "DE_demand_reduction_residential": 0.854314018923104,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1156
                 | 
                                    
                                                     | 
                
                 | 
                            "DE_demand_reduction_service": 0.498286864771128,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1157
                 | 
                                    
                                                     | 
                
                 | 
                            "DE_district_heating_share": 0.14,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1158
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1159
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1160
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert efficiency in p.u.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1161
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["efficiency"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1162
                 | 
                                    
                                                     | 
                
                 | 
                            "water_tank_charger": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1163
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "water tank charger", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1164
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1165
                 | 
                                    
                                                     | 
                
                 | 
                            "water_tank_discharger": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1166
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "water tank discharger", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1167
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1168
                 | 
                                    
                                                     | 
                
                 | 
                            "central_resistive_heater": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1169
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central resistive heater", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1170
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1171
                 | 
                                    
                                                     | 
                
                 | 
                            "central_gas_boiler": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1172
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central gas boiler", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1173
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1174
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_resistive_heater": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1175
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "decentral resistive heater", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1176
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1177
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_gas_boiler": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1178
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "decentral gas boiler", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1179
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1180
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1181
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1182
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert overnight investment costs, in EUR/MWh  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1183
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["overnight_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1184
                 | 
                                    
                                                     | 
                
                 | 
                            "central_water_tank": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1185
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central water tank storage", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1186
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1187
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_water_tank": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1188
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "decentral water tank storage", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1189
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1190
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1191
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1192
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert lifetime  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1193
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["lifetime"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1194
                 | 
                                    
                                                     | 
                
                 | 
                            "central_water_tank": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1195
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central water tank storage", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1196
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1197
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_water_tank": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1198
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "decentral water tank storage", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1199
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1200
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1201
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1202
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert annualized capital costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1203
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["capital_cost"] = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1204
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1205
                 | 
                                    
                                                     | 
                
                 | 
                        for comp in parameters["overnight_cost"].keys():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1206
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"][comp] = annualize_capital_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1207
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["overnight_cost"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1208
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["lifetime"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1209
                 | 
                                    
                                                     | 
                
                 | 
                                global_settings("eGon2035")["interest_rate"], | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1210
                 | 
                                    
                                                     | 
                
                 | 
                            )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1211
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1212
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert marginal_costs in EUR/MWh  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1213
                 | 
                                    
                                                     | 
                
                 | 
                        # marginal cost can include fuel, C02 and operation and maintenance costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1214
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["marginal_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1215
                 | 
                                    
                                                     | 
                
                 | 
                            "central_heat_pump": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1216
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central air-sourced heat pump", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1217
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1218
                 | 
                                    
                                                     | 
                
                 | 
                            "central_gas_chp": read_costs(costs, "central gas CHP", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1219
                 | 
                                    
                                                     | 
                
                 | 
                            "central_gas_boiler": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1220
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central gas boiler", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1221
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1222
                 | 
                                    
                                                     | 
                
                 | 
                            "central_resistive_heater": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1223
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central resistive heater", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1224
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1225
                 | 
                                    
                                                     | 
                
                 | 
                            "geo_thermal": 2.9,  # Danish Energy Agency  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1226
                 | 
                                    
                                                     | 
                
                 | 
                            "water_tank_charger": 0,  # Danish Energy Agency  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1227
                 | 
                                    
                                                     | 
                
                 | 
                            "water_tank_discharger": 0,  # Danish Energy Agency  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1228
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_heat_pump": 0,  # Danish Energy Agency, Technology Data for Individual Heating Plants  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1229
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1230
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1231
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "eGon100RE":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1232
                 | 
                                    
                                                     | 
                
                 | 
                        costs = read_csv(2050)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1233
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1234
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1235
                 | 
                                    
                                                     | 
                
                 | 
                            "DE_demand_residential_MWh": 536692489.8152325 * 0.71542,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1236
                 | 
                                    
                                                     | 
                
                 | 
                            # [MWh], source: pypsa-eur run from 2024/12/23:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1237
                 | 
                                    
                                                     | 
                
                 | 
                            # total heat demand muliplied by residential share from resources/pop_weighted_heat_totals  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1238
                 | 
                                    
                                                     | 
                
                 | 
                            "DE_demand_service_MWh": 536692489.8152325 * (1-0.71542),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1239
                 | 
                                    
                                                     | 
                
                 | 
                            # [MWh], source: pypsa-eur run from 2024/12/23:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1240
                 | 
                                    
                                                     | 
                
                 | 
                            # total heat demand muliplied by service share from resources/pop_weighted_heat_totals  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1241
                 | 
                                    
                                                     | 
                
                 | 
                            "DE_district_heating_share": 0.42311285313808533,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1242
                 | 
                                    
                                                     | 
                
                 | 
                             # [%], source: pypsa-eur run from 2024/12/23  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1243
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1244
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1245
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1246
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["marginal_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1247
                 | 
                                    
                                                     | 
                
                 | 
                            "central_heat_pump": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1248
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central air-sourced heat pump", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1249
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1250
                 | 
                                    
                                                     | 
                
                 | 
                            "central_gas_chp": read_costs(costs, "central gas CHP", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1251
                 | 
                                    
                                                     | 
                
                 | 
                            "central_gas_boiler": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1252
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central gas boiler", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1253
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1254
                 | 
                                    
                                                     | 
                
                 | 
                            "central_resistive_heater": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1255
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central resistive heater", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1256
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1257
                 | 
                                    
                                                     | 
                
                 | 
                            "geo_thermal": 2.7,  # Danish Energy Agency  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1258
                 | 
                                    
                                                     | 
                
                 | 
                            "water_tank_charger": 0,  # Danish Energy Agency  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1259
                 | 
                                    
                                                     | 
                
                 | 
                            "water_tank_discharger": 0,  # Danish Energy Agency  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1260
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_heat_pump": 0,  # Danish Energy Agency, Technology Data for Individual Heating Plants  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1261
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1262
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1263
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert efficiency in p.u.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1264
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["efficiency"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1265
                 | 
                                    
                                                     | 
                
                 | 
                            "water_tank_charger": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1266
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "water tank charger", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1267
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1268
                 | 
                                    
                                                     | 
                
                 | 
                            "water_tank_discharger": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1269
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "water tank discharger", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1270
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1271
                 | 
                                    
                                                     | 
                
                 | 
                            "central_resistive_heater": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1272
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central resistive heater", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1273
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1274
                 | 
                                    
                                                     | 
                
                 | 
                            "central_gas_boiler": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1275
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central gas boiler", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1276
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1277
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_resistive_heater": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1278
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "decentral resistive heater", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1279
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1280
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_gas_boiler": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1281
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "decentral gas boiler", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1282
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1283
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1284
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1285
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert overnight investment costs, in EUR/MWh  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1286
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["overnight_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1287
                 | 
                                    
                                                     | 
                
                 | 
                            "central_water_tank": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1288
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central water tank storage", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1289
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1290
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_water_tank": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1291
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "decentral water tank storage", "investment"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1292
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1293
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1294
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1295
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert lifetime  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1296
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["lifetime"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1297
                 | 
                                    
                                                     | 
                
                 | 
                            "central_water_tank": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1298
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central water tank storage", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1299
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1300
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_water_tank": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1301
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "decentral water tank storage", "lifetime"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1302
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1303
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1304
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1305
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert annualized capital costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1306
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["capital_cost"] = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1307
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1308
                 | 
                                    
                                                     | 
                
                 | 
                        for comp in parameters["overnight_cost"].keys():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1309
                 | 
                                    
                                                     | 
                
                 | 
                            parameters["capital_cost"][comp] = annualize_capital_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1310
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["overnight_cost"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1311
                 | 
                                    
                                                     | 
                
                 | 
                                parameters["lifetime"][comp],  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1312
                 | 
                                    
                                                     | 
                
                 | 
                                global_settings("eGon100RE")["interest_rate"], | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1313
                 | 
                                    
                                                     | 
                
                 | 
                            )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1314
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1315
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "eGon2021":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1316
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1317
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1318
                 | 
                                    
                                                     | 
                
                 | 
                    elif scenario == "status2019":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1319
                 | 
                                    
                                                     | 
                
                 | 
                        parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1320
                 | 
                                    
                                                     | 
                
                 | 
                            "DE_demand_residential_TJ": 1658400  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1321
                 | 
                                    
                                                     | 
                
                 | 
                            + 383300,  # [TJ], space heating + hot water, source: AG Energiebilanzen 2019 (https://ag-energiebilanzen.de/wp-content/uploads/2020/10/ageb_20v_v1.pdf)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1322
                 | 
                                    
                                                     | 
                
                 | 
                            "DE_demand_service_TJ": 567300  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1323
                 | 
                                    
                                                     | 
                
                 | 
                            + 71500,  # [TJ], space heating + hot water, source: AG Energiebilanzen 2019 (https://ag-energiebilanzen.de/wp-content/uploads/2020/10/ageb_20v_v1.pdf)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1324
                 | 
                                    
                                                     | 
                
                 | 
                            "DE_district_heating_share": (189760 + 38248)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1325
                 | 
                                    
                                                     | 
                
                 | 
                            / (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1326
                 | 
                                    
                                                     | 
                
                 | 
                                1658400 + 383300 + 567300 + 71500  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1327
                 | 
                                    
                                                     | 
                
                 | 
                            ),  # [TJ], source: AG Energiebilanzen 2019 (https://ag-energiebilanzen.de/wp-content/uploads/2021/11/bilanz19d.xlsx)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1328
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1329
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1330
                 | 
                                    
                                                     | 
                
                 | 
                        costs = read_csv(2020)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1331
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1332
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert marginal_costs in EUR/MWh  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1333
                 | 
                                    
                                                     | 
                
                 | 
                        # marginal cost can include fuel, C02 and operation and maintenance costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1334
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["marginal_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1335
                 | 
                                    
                                                     | 
                
                 | 
                            "central_heat_pump": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1336
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central air-sourced heat pump", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1337
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1338
                 | 
                                    
                                                     | 
                
                 | 
                            "central_gas_chp": read_costs(costs, "central gas CHP", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1339
                 | 
                                    
                                                     | 
                
                 | 
                            "central_gas_boiler": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1340
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central gas boiler", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1341
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1342
                 | 
                                    
                                                     | 
                
                 | 
                            "central_resistive_heater": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1343
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central resistive heater", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1344
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1345
                 | 
                                    
                                                     | 
                
                 | 
                            "rural_heat_pump": 0,  # Danish Energy Agency, Technology Data for Individual Heating Plants  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1346
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1347
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1348
                 | 
                                    
                                                     | 
                
                 | 
                        # Insert efficiency in p.u.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1349
                 | 
                                    
                                                     | 
                
                 | 
                        parameters["efficiency"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1350
                 | 
                                    
                                                     | 
                
                 | 
                            "central_gas_boiler": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1351
                 | 
                                    
                                                     | 
                
                 | 
                                costs, "central gas boiler", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1352
                 | 
                                    
                                                     | 
                
                 | 
                            ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1353
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1354
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1355
                 | 
                                    
                                                     | 
                
                 | 
                    # elif scenario == "status2023":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1356
                 | 
                                    
                                                     | 
                
                 | 
                    #     parameters = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1357
                 | 
                                    
                                                     | 
                
                 | 
                    #         #  source: AG Energiebilanzen 2022  https://ag-energiebilanzen.de/wp-content/uploads/2023/01/AGEB_22p2_rev-1.pdf  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1358
                 | 
                                    
                                                     | 
                
                 | 
                    #         "DE_demand_residential_TJ": 1754.2 * 1e3  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1359
                 | 
                                    
                                                     | 
                
                 | 
                    #         + 407.5 * 1e3,  # [TJ], Endenergieverbrauch Haushalte 2.1 Raumwärme + Warmwasser  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1360
                 | 
                                    
                                                     | 
                
                 | 
                    #         "DE_demand_service_TJ": 668.4 * 1e3  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1361
                 | 
                                    
                                                     | 
                
                 | 
                    #         + 44.3 * 1e3 ,  # [TJ], Endenergieverbrauch GHD 3.1 Raumwärme + Warmwasser  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1362
                 | 
                                    
                                                     | 
                
                 | 
                    #         "DE_district_heating_share": (189760 + 38248)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1363
                 | 
                                    
                                                     | 
                
                 | 
                    #         / (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1364
                 | 
                                    
                                                     | 
                
                 | 
                    #             1658400 + 383300 + 567300 + 71500  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1365
                 | 
                                    
                                                     | 
                
                 | 
                    #         ),  # [TJ], source: AG Energiebilanzen 2019 (https://ag-energiebilanzen.de/wp-content/uploads/2021/11/bilanz19d.xlsx)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1366
                 | 
                                    
                                                     | 
                
                 | 
                    #     } # TODO status2023 needs update  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1367
                 | 
                                    
                                                     | 
                
                 | 
                    #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1368
                 | 
                                    
                                                     | 
                
                 | 
                    #     costs = read_csv(2020)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1369
                 | 
                                    
                                                     | 
                
                 | 
                    #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1370
                 | 
                                    
                                                     | 
                
                 | 
                    #     # Insert marginal_costs in EUR/MWh  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1371
                 | 
                                    
                                                     | 
                
                 | 
                    #     # marginal cost can include fuel, C02 and operation and maintenance costs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1372
                 | 
                                    
                                                     | 
                
                 | 
                    #     parameters["marginal_cost"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1373
                 | 
                                    
                                                     | 
                
                 | 
                    #         "central_heat_pump": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1374
                 | 
                                    
                                                     | 
                
                 | 
                    #             costs, "central air-sourced heat pump", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1375
                 | 
                                    
                                                     | 
                
                 | 
                    #         ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1376
                 | 
                                    
                                                     | 
                
                 | 
                    #         "central_gas_chp": read_costs(costs, "central gas CHP", "VOM"),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1377
                 | 
                                    
                                                     | 
                
                 | 
                    #         "central_gas_boiler": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1378
                 | 
                                    
                                                     | 
                
                 | 
                    #             costs, "central gas boiler", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1379
                 | 
                                    
                                                     | 
                
                 | 
                    #         ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1380
                 | 
                                    
                                                     | 
                
                 | 
                    #         "central_resistive_heater": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1381
                 | 
                                    
                                                     | 
                
                 | 
                    #             costs, "central resistive heater", "VOM"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1382
                 | 
                                    
                                                     | 
                
                 | 
                    #         ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1383
                 | 
                                    
                                                     | 
                
                 | 
                    #         "rural_heat_pump": 0,  # Danish Energy Agency, Technology Data for Individual Heating Plants  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1384
                 | 
                                    
                                                     | 
                
                 | 
                    #     }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1385
                 | 
                                    
                                                     | 
                
                 | 
                    #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1386
                 | 
                                    
                                                     | 
                
                 | 
                    #     # Insert efficiency in p.u.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1387
                 | 
                                    
                                                     | 
                
                 | 
                    #     parameters["efficiency"] = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1388
                 | 
                                    
                                                     | 
                
                 | 
                    #         "central_gas_boiler": read_costs(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1389
                 | 
                                    
                                                     | 
                
                 | 
                    #             costs, "central gas boiler", "efficiency"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1390
                 | 
                                    
                                                     | 
                
                 | 
                    #         ),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1391
                 | 
                                    
                                                     | 
                
                 | 
                    #     }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1392
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1393
                 | 
                                    
                                                     | 
                
                 | 
                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1394
                 | 
                                    
                                                     | 
                
                 | 
                        print(f"Scenario name {scenario} is not valid.") | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    1395
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    1396
                 | 
                                    
                                                     | 
                
                 | 
                    return parameters  | 
            
            
                                                        
            
                                    
            
            
                | 
                    1397
                 | 
                                    
                                                     | 
                
                 | 
                 |