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hierarchical clustering: release notes & revert to old default clustering algorithm (kmeans)

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martacki 2022-06-27 21:11:49 +02:00
parent 29fe0fb7fb
commit f1dedd9429
4 changed files with 14 additions and 12 deletions
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8
config.default.yaml
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@ -22,11 +22,11 @@ countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'F
clustering:
simplify_network:
to_substations: false # network is simplified to nodes with positive or negative power injection (i.e. substations or offwind connections)
algorithm: hac
feature: solar+onwind-time
cluster_network:
algorithm: hac # choose from: [hac, kmeans]
algorithm: kmeans # choose from: [hac, kmeans]
feature: solar+onwind-time # only for hac. choose from: [solar+onwind-time, solar+onwind-cap, solar-time, solar-cap, solar+offwind-cap] etc.
cluster_network:
algorithm: kmeans
feature: solar+onwind-time
aggregation_strategies:
generators:
p_nom_max: sum # use "min" for more conservative assumptions

8
config.tutorial.yaml
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@ -22,11 +22,11 @@ countries: ['BE']
clustering:
simplify_network:
to_substations: false # network is simplified to nodes with positive or negative power injection (i.e. substations or offwind connections)
algorithm: hac
feature: solar+onwind-time
cluster_network:
algorithm: hac # choose from: [hac, kmeans]
algorithm: kmeans # choose from: [hac, kmeans]
feature: solar+onwind-time # only for hac. choose from: [solar+onwind-time, solar+onwind-cap, solar-time, solar-cap, solar+offwind-cap] etc.
cluster_network:
algorithm: kmeans
feature: solar+onwind-time
aggregation_strategies:
generators:
p_nom_max: sum # use "min" for more conservative assumptions

2
doc/release_notes.rst
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@ -76,6 +76,8 @@ Upcoming Release
* Clustering strategies for generators and buses have moved from distinct scripts to configurables to unify the process and make it more transparent.
* Hierarchical clustering was introduced. Distance metric is calculated from renewable potentials on hourly (feature entry ends with `-time`) or annual (feature entry in config end with `-cap`) values.
PyPSA-Eur 0.4.0 (22th September 2021)
=====================================

8
test/config.test1.yaml
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@ -21,11 +21,11 @@ countries: ['BE']
clustering:
simplify_network:
to_substations: false # network is simplified to nodes with positive or negative power injection (i.e. substations or offwind connections)
algorithm: hac
feature: solar+onwind-time
cluster_network:
algorithm: hac # choose from: [hac, kmeans]
algorithm: kmeans # choose from: [hac, kmeans]
feature: solar+onwind-time # only for hac. choose from: [solar+onwind-time, solar+onwind-cap, solar-time, solar-cap, solar+offwind-cap] etc.
cluster_network:
algorithm: kmeans
feature: solar+onwind-time
aggregation_strategies:
generators:
p_nom_max: sum # use "min" for more conservative assumptions