This post summarizes a collection of power system datasets for demand-related studies such as demand response (DR) and non-intrusive load monitoring (NILM).
weather data: http://www.ncdc.noaa.gov, hourly temperature data from the National Climatic Data Center
The National Energy Modeling System (NEMS) reported itemized residential load profiles in , which are interpreted in  to produce a single home daily load profile.  in NEMS, 2001 [Online]. Available: http://www.onlocationinc.com/ LoadShapesReload2001.pdf, Reload database documentation and evaluation and use in NEMS. [Online]. Available  S. Shao, M. Pipattanasomporn, and S. Rahman, “Challenges of PHEV penetration to the residential distribution network,” in Proceedings of the IEEE Power & Energy Society General Meeting, Minneapolis, July 2009