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clustering: own config for clustering settings

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This commit is contained in:
martacki 2021-12-10 17:53:40 +01:00
parent 299e71e2b3
commit 6c4ea69e95
2 changed files with 12 additions and 7 deletions
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14
scripts/cluster_network.py
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@ -170,7 +170,10 @@ def weighting_for_country(n, x):
return (w * (100. / w.max())).clip(lower=1.).astype(int)
def get_feature_for_hac(n, buses_i, feature=None): #buses_i = n.buses.index
def get_feature_for_hac(n, buses_i=None, feature=None):
if buses_i is None:
buses_i = n.buses.index
if feature is None:
feature = "solar+onwind-time"
@ -269,8 +272,8 @@ def busmap_for_n_clusters(n, n_clusters, solver_name, focus_weights=None, algori
if algorithm == "hac":
feature = get_feature_for_hac(n, buses_i=n.buses.index, feature=feature)
elif feature is not None:
logger.info(f"keyword argument feature is only valid for algorithm 'hac'."
f"given feature {feature} will be ignored.")
logger.warning(f"Keyword argument feature is only valid for algorithm 'hac'."
f"given feature {feature} will be ignored.")
n.determine_network_topology()
@ -422,12 +425,13 @@ if __name__ == "__main__":
potential_mode = consense(pd.Series([snakemake.config['renewable'][tech]['potential']
for tech in renewable_carriers]))
custom_busmap = snakemake.config["enable"].get("custom_busmap", False)
cluster_config = snakemake.config.get('clustering', {}).get('cluster_network', {})
clustering = clustering_for_n_clusters(n, n_clusters, custom_busmap, aggregate_carriers,
line_length_factor=line_length_factor,
potential_mode=potential_mode,
solver_name=snakemake.config['solving']['solver']['name'],
algorithm=snakemake.config.get('clustering', {}).get('cluster_network', {}).get('algorithm', 'kmeans'),
feature=snakemake.config.get('clustering', {}).get('cluster_network', {}).get('feature', None),
algorithm=cluster_config.get('algorithm', 'kmeans'),
feature=cluster_config.get('feature', None),
extended_link_costs=hvac_overhead_cost,
focus_weights=focus_weights)

5
scripts/simplify_network.py
View File

@ -407,9 +407,10 @@ if __name__ == "__main__":
busmaps.append(substation_map)
if snakemake.wildcards.simpl:
cluster_config = snakemake.config.get('clustering', {}).get('simplify_network', {})
n, cluster_map = cluster(n, int(snakemake.wildcards.simpl),
algorithm=snakemake.config.get('clustering', {}).get('simplify_network', {}).get('algorithm', 'hac'),
feature=snakemake.config.get('clustering', {}).get('simplify_network', {}).get('feature', None))
algorithm=cluster_config.get('algorithm', 'hac'),
feature=cluster_config.get('feature', None))
busmaps.append(cluster_map)
# some entries in n.buses are not updated in previous functions, therefore can be wrong. as they are not needed