Comparison of Clustering Techniques for Residential Energy Behavior using Smart Meter Data

Comparison of Clustering Techniques for Residential Energy Behavior using Smart Meter Data

TitleComparison of Clustering Techniques for Residential Energy Behavior using Smart Meter Data
Publication TypeConference Paper
Year of Publication2017
AuthorsLing Jin, Doris Lee, Alex Sim, Sam Borgeson, Kesheng Wu, C. Anna Spurlock, Annika Todd
Conference Name AAAI Workshops - Artificial Intelligence for Smart Grids and Buildings, March 2017
Conference LocationSan Francisco, CA
Keywordscluster analysis, cluster validity metrics, load shape time series
URLhttps://www.aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15166/14673