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

Publication Type

Conference Paper

Authors

Ling 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

Year of Publication

2017

URL

https://www.aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15166/14673

Conference Location

San Francisco, CA

Keywords

cluster analysis, cluster validity metrics, load shape time series

Related Files

   PDF (2.04 MB)
Organization 
Energy Analysis and Environmental Impacts Division, Sustainable Energy Department, Sustainable Energy Systems Group
Research Areas 
Energy & Data Behavior Analytics
Related Files 
PDF