PyPSA-eur/Clustering.md

@@ -30,19 +30,21 @@ This chapter was written and tested for the commit cfb979a0d0f037a24b9d916b72680
 
 - 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).
 - Modify `custom_clustering.py.ipynb` (in backbone_tools) such that it meets your needs.
-- Execute it. It will create a `custom_busmap_elec_s_{clusters}.csv` file where `clusters` is analogous to its use in the PyPSA-eur snakefile. It will be written to the PyPSA-eur-folder "data".
+- Execute it. It will create a `custom_busmap_elec_s\_{clusters}.csv` file where `clusters` is analogous to its use in the PyPSA-eur snakefile. It will be written to the PyPSA-eur-folder "data".
 - Delete all files in the PyPSA-eur-folder "network", "results" and "resources".
 - Enable clustering.custom_busmap in the PyPSA-eur config file by setting it to `true`.
-- Create the final PyPSA-eur-network with desired settings (remember to match the wildcard `{clusters}` to `custom_busmap_elec_s_{clusters}.csv`).
+- Create the final PyPSA-eur-network with desired settings (remember to match the wildcard `{clusters}` to `custom_busmap_elec_s\_{clusters}.csv`).
+
+## The result
 
-## The result 
 Clustering as described above yields the following map. Note that colours only serve the purpose of visually separating clusters.
 | explanation | figure |
 |-------------|--------|
 | 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) |
 
-## The errors 
+## The errors
+
 Several errors were encountered, when developing/using this tool. The following list serves as a short quick-fix guide reconstructed from the top of my head:
 | description | what caused it/what to do |
 |-------------|---------------------------|
@@ -92,7 +94,8 @@ def _make_consense(component, attr):
 
 Alter the differing country for the corresponding bus in your custom_busmap_elec_s_NUMBERNODES.csv and restart your snakemake command.
 
-**Further Applications of Custom Clustering** Another application of custom clustering is the representation of the four control areas in Germany.
+# Further Applications of Custom Clustering
+Another application of custom clustering is the representation of the four control areas in Germany.
 
 ![custom_clustering_DE_Regelzonen](uploads/5dbba7ca8cce63ab4eb9cce2e1f7ac38/custom_clustering_DE_Regelzonen.png)