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Update Clustering authored by Christine Nowak's avatar Christine Nowak
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PyPSA-eur/Clustering.md
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It was an [issue](https://github.com/PyPSA/pypsa-eur/issues/124) there. The functionality has been last checked on 12.02.2021 on the PyPSA-eur master branch (commit df2425d4a04648e948d8291421cab7d2ca36529f, 14.01.2021).
**The goal***
The goal was to define a model with higher resolution for Germany ([nuts2](https://ec.europa.eu/eurostat/de/web/gisco/geodata/reference-data/administrative-units-statistical-units/nuts), also see explanation of [nuts](https://de.wikipedia.org/wiki/NUTS:DE)) and limit modelling of neighbouring countries to a minimum. While the current solution is specific to Germany, it can easily be adapted to other countries.
The goal was to define a model with higher resolution for Germany ([NUTS 2](https://ec.europa.eu/eurostat/de/web/gisco/geodata/reference-data/administrative-units-statistical-units/nuts), also see explanation of [NUTS](https://de.wikipedia.org/wiki/NUTS) and [NUTS:DE](https://de.wikipedia.org/wiki/NUTS:DE)) and limit modelling of neighbouring countries to a minimum. While the current solution is specific to Germany, it can easily be adapted to other countries.
**The way**
- Create a PyPSA-eur-network with desired config-settings (clustering.custom_busmap in the PyPSA-eur config file must be set to `false` at this step).
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Clustering as described above yields the following map. Note that colours only serve the purpose of visually separating clusters.
| explanation | figure |
| ------ | ------ |
| Germany (nuts2 level) with neighbours (nuts0)| ![sample_clustering](uploads/d150155028c473c35c34c613c6671453/sample_clustering.png)|
| DE (nuts2 level), AT (nuts0) & IT (nuts0) with buses | ![custom_cluster_de_at_it](uploads/36175c205aac99db03c8b5aabb5e6cf3/custom_cluster_de_at_it.png)|
| Germany (NUTS 2 level) with neighbours (NUTS 0)| ![sample_clustering](uploads/d150155028c473c35c34c613c6671453/sample_clustering.png)|
| DE (NUTS 2 level), AT (NUTS 0) & IT (NUTS 0) with buses | ![custom_cluster_de_at_it](uploads/36175c205aac99db03c8b5aabb5e6cf3/custom_cluster_de_at_it.png)|
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