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add feature: aggregate carrier exclusion

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This commit is contained in:
Philipp Glaum 2022-09-16 14:25:15 +02:00
parent aac7f6681b
commit 24e008a98e
5 changed files with 12 additions and 7 deletions
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1
config.default.yaml
View File

@ -261,6 +261,7 @@ clustering:
cluster_network:
algorithm: kmeans
feature: solar+onwind-time
exclude_carriers: [] # list of carriers which will not be aggregated. If empty, all carriers will be aggregated.
aggregation_strategies:
generators:
p_nom_max: sum # use "min" for more conservative assumptions

1
config.tutorial.yaml
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@ -191,6 +191,7 @@ clustering:
cluster_network:
algorithm: kmeans
feature: solar+onwind-time
exclude_carriers: [] # list of carriers which will not be aggregated. If empty, all carriers will be aggregated.
aggregation_strategies:
generators:
p_nom_max: sum # use "min" for more conservative assumptions

3
scripts/cluster_network.py
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@ -393,15 +393,14 @@ if __name__ == "__main__":
for tech in n.generators.carrier.unique()
if tech in snakemake.config['renewable']])
aggregate_carriers=set(n.carriers.index)-set(snakemake.config["clustering"]["exclude_carriers"])
if snakemake.wildcards.clusters.endswith('m'):
n_clusters = int(snakemake.wildcards.clusters[:-1])
aggregate_carriers = snakemake.config["electricity"].get("conventional_carriers")
elif snakemake.wildcards.clusters == 'all':
n_clusters = len(n.buses)
aggregate_carriers = None # All
else:
n_clusters = int(snakemake.wildcards.clusters)
aggregate_carriers = None # All
if n_clusters == len(n.buses):
# Fast-path if no clustering is necessary

13
scripts/simplify_network.py
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@ -197,7 +197,7 @@ def _adjust_capital_costs_using_connection_costs(n, connection_costs_to_bus, out
def _aggregate_and_move_components(n, busmap, connection_costs_to_bus, output,
aggregate_one_ports={"Load", "StorageUnit"},
aggregation_strategies=dict()):
aggregation_strategies=dict(), exclude_carriers=None):
def replace_components(n, c, df, pnl):
n.mremove(c, n.df(c).index)
@ -210,9 +210,10 @@ def _aggregate_and_move_components(n, busmap, connection_costs_to_bus, output,
_adjust_capital_costs_using_connection_costs(n, connection_costs_to_bus, output)
_, generator_strategies = get_aggregation_strategies(aggregation_strategies)
carriers=set(n.carriers.index)-set(exclude_carriers)
generators, generators_pnl = aggregategenerators(
n, busmap, custom_strategies=generator_strategies
n, busmap, carriers=carriers, custom_strategies=generator_strategies
)
replace_components(n, "Generator", generators, generators_pnl)
@ -320,8 +321,9 @@ def simplify_links(n, costs, config, output, aggregation_strategies=dict()):
logger.debug("Collecting all components using the busmap")
exclude_carriers=config["clustering"]["exclude_carriers"]
_aggregate_and_move_components(n, busmap, connection_costs_to_bus, output,
aggregation_strategies=aggregation_strategies)
aggregation_strategies=aggregation_strategies, exclude_carriers=exclude_carriers)
return n, busmap
def remove_stubs(n, costs, config, output, aggregation_strategies=dict()):
@ -331,8 +333,9 @@ def remove_stubs(n, costs, config, output, aggregation_strategies=dict()):
connection_costs_to_bus = _compute_connection_costs_to_bus(n, busmap, costs, config)
exclude_carriers=config["clustering"]["exclude_carriers"]
_aggregate_and_move_components(n, busmap, connection_costs_to_bus, output,
aggregation_strategies=aggregation_strategies)
aggregation_strategies=aggregation_strategies, exclude_carriers=exclude_carriers)
return n, busmap

1
test/config.test1.yaml
View File

@ -189,6 +189,7 @@ clustering:
cluster_network:
algorithm: kmeans
feature: solar+onwind-time
exclude_carriers: ["OCGT", "offwind-ac", "coal"]
aggregation_strategies:
generators:
p_nom_max: sum # use "min" for more conservative assumptions