pypsa.clustering.ClusteringAccessor.busmap_by_kmeans

pypsa.clustering.ClusteringAccessor.busmap_by_kmeans#

ClusteringAccessor.busmap_by_kmeans(bus_weightings, n_clusters, buses_i=None, **kwargs)#

Create a bus map from the clustering of buses in space with a weighting.

Parameters:

  • n (pypsa.Network) – The buses must have coordinates x, y.

  • bus_weightings (pandas.Series) – Series of integer weights for buses, indexed by bus names.

  • n_clusters (int) – Final number of clusters desired.

  • buses_i (None|pandas.Index) – If not None (default), subset of buses to cluster.

  • kwargs – Any remaining arguments to be passed to KMeans (e.g. n_init, n_jobs).

Returns:

busmap – Mapping of network.buses to k-means clusters (indexed by non-negative integers).

Return type:

pandas.Series

Contents