cluster_network: adjust generator strategy for new columns
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@ -309,7 +309,7 @@ def attach_conventional_generators(n, costs, ppl, conventional_carriers, extenda
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ppl = (ppl.query('carrier in @carriers').join(costs, on='carrier', rsuffix='_r')
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.rename(index=lambda s: 'C' + str(s)))
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ppl.efficiency.update(ppl.efficiency_r.dropna())
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ppl["efficiency"] = ppl.efficiency.fillna(ppl.efficiency_r)
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logger.info('Adding {} generators with capacities [GW] \n{}'
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.format(len(ppl), ppl.groupby('carrier').p_nom.sum().div(1e3).round(2)))
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@ -281,7 +281,9 @@ def clustering_for_n_clusters(n, n_clusters, custom_busmap=False, aggregate_carr
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aggregate_generators_carriers=aggregate_carriers,
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aggregate_one_ports=["Load", "StorageUnit"],
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line_length_factor=line_length_factor,
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generator_strategies={'p_nom_max': p_nom_max_strategy, 'p_nom_min': pd.Series.sum},
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generator_strategies={'p_nom_max': p_nom_max_strategy, 'p_nom_min': pd.Series.sum,
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'build_year': lambda x: 0, 'lifetime': lambda x: np.inf,
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'efficiency': np.mean},
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scale_link_capital_costs=False)
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if not n.links.empty:
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@ -342,7 +344,7 @@ if __name__ == "__main__":
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if snakemake.wildcards.clusters.endswith('m'):
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n_clusters = int(snakemake.wildcards.clusters[:-1])
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aggregate_carriers = pd.Index(n.generators.carrier.unique()).difference(renewable_carriers)
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aggregate_carriers = None
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elif snakemake.wildcards.clusters == 'all':
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n_clusters = len(n.buses)
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aggregate_carriers = None # All
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@ -200,7 +200,14 @@ def _aggregate_and_move_components(n, busmap, connection_costs_to_bus, output, a
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_adjust_capital_costs_using_connection_costs(n, connection_costs_to_bus, output)
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generators, generators_pnl = aggregategenerators(n, busmap, custom_strategies={'p_nom_min': np.sum})
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strategies = {
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'p_nom_min': np.sum,
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'p_nom_max': 'sum',
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'build_year': lambda x: 0,
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'lifetime': lambda x: np.inf,
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'efficiency': np.mean
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}
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generators, generators_pnl = aggregategenerators(n, busmap, custom_strategies=strategies)
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replace_components(n, "Generator", generators, generators_pnl)
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for one_port in aggregate_one_ports:
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@ -351,7 +358,11 @@ def aggregate_to_substations(n, buses_i=None):
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aggregate_generators_carriers=None,
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aggregate_one_ports=["Load", "StorageUnit"],
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line_length_factor=1.0,
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generator_strategies={'p_nom_max': 'sum'},
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generator_strategies={'p_nom_max': 'sum',
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'build_year': lambda x: 0,
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'lifetime': lambda x: np.inf,
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'efficiency': np.mean
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},
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scale_link_capital_costs=False)
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return clustering.network, busmap
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