Temporal variation

Capturing variation in daily energy demand profiles over time with cluster analysis in British homes (September 2019–August 2022)

This study investigates typical domestic energy demand profiles and their variation over time. It draws on a sample of 13,000 homes from Great Britain, applying k-means cluster analysis to smart meter data on their electricity and gas demand over a …