Datasets for Demand-related Studies

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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:, hourly temperature data from the National Climatic Data Center

The National Energy Modeling System (NEMS) reported itemized residential load profiles in [45], which are interpreted in [28] to produce a single home daily load profile. [45] in NEMS, 2001 [Online]. Available: LoadShapesReload2001.pdf, Reload database documentation and evaluation and use in NEMS. [Online]. Available [28] 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