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                # -*- coding: utf-8 -*-  | 
            
            
                                                                        
                            
            
                                    
            
            
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                # SPDX-FileCopyrightText: : 2023- The PyPSA-Eur Authors  | 
            
            
                                                                        
                            
            
                                    
            
            
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                #  | 
            
            
                                                                        
                            
            
                                    
            
            
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                # SPDX-License-Identifier: MIT  | 
            
            
                                                                        
                            
            
                                    
            
            
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                from pypsa.optimization.compat import get_var, define_constraints, linexpr  | 
            
            
                                                                        
                            
            
                                    
            
            
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                def custom_extra_functionality(n, snapshots, snakemake):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    Add custom extra functionality constraints.  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    n.model.constraints.remove("Generator-e_sum_max") | 
            
            
                                                                        
                            
            
                                    
            
            
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                    #if n.meta["wildcards"]['planning_horizons'] == "2045":  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    #    min_wind_onshore = 100e6  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    #    min_solar = 200e6  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    #    min_wind_offshore = 50e6  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    if n.meta["wildcards"]['planning_horizons'] == "2035":  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_wind_onshore = 111309  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_solar = 232228  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_wind_offshore = 39122  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    elif n.meta["wildcards"]['planning_horizons'] == "2030":  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_wind_onshore = 86583  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_solar = 165173  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_wind_offshore = 27239  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    elif n.meta["wildcards"]['planning_horizons'] == "2025":  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_wind_onshore = 61856  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_solar = 98119  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_wind_offshore = 15356  | 
            
            
                                                                        
                            
            
                                    
            
            
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                      | 
            
            
                                                                        
                            
            
                                    
            
            
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                    wind_offshore_ext = list(  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        n.generators.index[  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            (n.generators.index.str.contains("offwind") | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.bus.str.contains("DE")) | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.p_nom_extendable)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                             )  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        ]  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    )  | 
            
            
                                                                        
                            
            
                                    
            
            
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                      | 
            
            
                                                                        
                            
            
                                    
            
            
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                    wind_offshore_fixed = n.generators[  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            (n.generators.index.str.contains("offwind") | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.bus.str.contains("DE")) | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.p_nom_extendable==False)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                             )  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        ].p_nom.sum()  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    wind_onshore_ext = list(  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        n.generators.index[  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            (n.generators.index.str.contains("onwind") | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.bus.str.contains("DE"))) | 
            
            
                                                                        
                            
            
                                    
            
            
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                            & (n.generators.p_nom_extendable)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        ]  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    )  | 
            
            
                                                                        
                            
            
                                    
            
            
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                      | 
            
            
                                                                        
                            
            
                                    
            
            
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                    wind_onshore_fixed = n.generators[  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            (n.generators.index.str.contains("onwind") | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.bus.str.contains("DE")) | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.p_nom_extendable==False)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                             )  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        ].p_nom.sum()  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    solar_ext = list(  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        n.generators.index[  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            (n.generators.carrier.isin(["solar", "solar-hst", "solar rooftop"])  | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.bus.str.contains("DE")) | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.p_nom_extendable))  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        ]  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    )  | 
            
            
                                                                        
                            
            
                                    
            
            
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                      | 
            
            
                                                                        
                            
            
                                    
            
            
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                    solar_fixed = n.generators[  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            (n.generators.carrier.isin(["solar", "solar-hst", "solar rooftop"])  | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.bus.str.contains("DE")) | 
            
            
                                                                        
                            
            
                                    
            
            
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                             & (n.generators.p_nom_extendable==False)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                             )  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        ].p_nom.sum()  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    if n.meta["wildcards"]['planning_horizons'] == "2045":  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_wind_onshore = wind_onshore_fixed  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_solar = solar_fixed  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        min_wind_offshore = wind_offshore_fixed  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    define_constraints(n,   | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       get_var(n, "Generator", "p_nom").loc[wind_offshore_ext].sum() ,  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       ">=",  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       min_wind_offshore - wind_offshore_fixed ,  | 
            
                            
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                                       "Global",  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       "min_offwind_de"  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       )  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    define_constraints(n,   | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       get_var(n, "Generator", "p_nom").loc[wind_onshore_ext].sum() ,  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       ">=",  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       min_wind_onshore - wind_onshore_fixed,  | 
            
                            
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                                       "Global",  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       "min_onwind_de"  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       )  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    define_constraints(n,   | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       get_var(n, "Generator", "p_nom").loc[solar_ext].sum() ,  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       ">=",  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       min_solar - solar_fixed,  | 
            
                            
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                                       "Global",  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                       "min_solar_de"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                       )  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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