Clustering algorithm based battery energy storage performance analysis
The number of clusters and weight assignment are also adjusted considering battery''s special properties. The research used a lead-carbon energy storage system in establishing the method in the proof of concept work. As the result of clustering, an analysis of battery pack''s consistency was revealed and aged batteries were located.