Time-Series Clustering

Clustering of Time-Series data (PV, Wind capacity factors, power demand) for The Global Energy System Model (GENeSYS-MOD)

Functionality

The following options are currently available:

• With or without z-Normalization
• Clustering algorithm: Hierarchical Clustering with Ward's algorithm or complete linkage
• Distance: Euclidean Distance/Dynamic Time Warping (DTW) with FastDTW or Dynamic Programming