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# -*- coding: utf-8 -*- |
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""" |
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This example gives a simplified idea how SubNetworks |
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might be used to work with discretised temperatures. |
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SPDX-FileCopyrightText: Patrik Schönfeldt <[email protected]> |
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SPDX-FileCopyrightText: Deutsches Zentrum für Luft- und Raumfahrt (DLR) |
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SPDX-License-Identifier: MIT |
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""" |
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import numpy as np |
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from oemof.network import SubNetwork |
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from oemof import solph |
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class HeatPump(SubNetwork): |
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def __init__( |
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self, |
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label: str, |
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el_supply: solph.Bus, |
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heat_demand: dict[solph.Bus, float], |
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source_temperature: float | list[float], |
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cpf: float = 0.5, |
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el_power_limit: float = None, |
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parent_node=None, |
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): |
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self.el_supply_bus = el_supply |
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self.heat_demand_buses = heat_demand |
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self.temperature = np.array(source_temperature) |
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self.cpf = cpf |
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self.el_power_limit = el_power_limit |
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super().__init__( |
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label=label, parent_node=parent_node |
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) |
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el_bus = self.subnode( |
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solph.Bus, |
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local_name="el", |
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inputs={ |
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self.el_supply_bus: solph.Flow( |
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nominal_capacity=self.el_power_limit, |
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), |
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}, |
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) |
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for target, temperature in self.heat_demand_buses.items(): |
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cop = self.cpf * temperature / (temperature - self.temperature) |
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self.subnode( |
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solph.components.Converter, |
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local_name=f"hp_{temperature}", |
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inputs={el_bus: solph.Flow()}, |
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outputs={target: solph.Flow()}, |
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conversion_factors={el_bus: cop}, |
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) |
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def main(): |
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date_time_index = solph.create_time_index(2025, number=2) |
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# create the energysystem and assign the time index |
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es = solph.EnergySystem( |
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timeindex=date_time_index, infer_last_interval=False |
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) |
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house = SubNetwork("house") |
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el_bus = house.subnode( |
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solph.Bus, |
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local_name="el", |
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) |
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el_source = solph.components.Source( |
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label="el_grid", |
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outputs={el_bus: solph.Flow(variable_costs=0.3)}, |
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) |
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es.add(house, el_bus, el_source) |
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heat_demands = house.subnode( |
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SubNetwork, |
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local_name="heat demand", |
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) |
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demand_bus_dhw = heat_demands.subnode(solph.Bus, "b_dhw") |
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demand_bus_sh = heat_demands.subnode(solph.Bus, "b_sh") |
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heat_demands.subnode( |
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solph.components.Sink, |
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local_name="d_dhw", |
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inputs={demand_bus_dhw: solph.Flow(nominal_capacity=1, fix=[0, 0.2])}, |
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) |
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heat_demands.subnode( |
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solph.components.Sink, |
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local_name="d_sh", |
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inputs={demand_bus_sh: solph.Flow(nominal_capacity=1, fix=[0.4, 2.1])}, |
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) |
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es.add(heat_demands) |
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hp = house.subnode( |
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HeatPump, |
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local_name="hp", |
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el_supply=el_bus, |
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heat_demand={demand_bus_dhw: 60.0, demand_bus_sh: 30}, |
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source_temperature=[3, 0], |
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cpf=0.45, |
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el_power_limit=3, |
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) |
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es.add(hp) |
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model = solph.Model(es) |
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model.solve() |
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results = solph.Results(model) |
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print(results.flow) |
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if __name__ == "__main__": |
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main() |
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oemof /
oemof-solph
