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Filtering by: Creator Balzano, Laura Keyword Machine learning Language English

Data Files for Real-Time Energy Disaggregation of a Distribution Feeder's Demand

Creator:

Mathieu, Johanna L, Balzano, Laura, and Ledva, Gregory S

Description:

This data set contains the relevant time series for constructing and testing electricity load models within the related paper. The files within are a '.mat' file that contains the data and a 'readme.txt' file detailing the contents of the data.

Keyword:

Output feedback, Online learning, Machine learning, Real-time filtering, and Energy disaggregation

Citation to related publication:

Ledva, G.S., Balzano, L., Mathieu, J.L., 2018. Real-Time Energy Disaggregation of a Distribution Feeder’s Demand Using Online Learning. IEEE Trans. Power Syst. 33, 4730–4740. Accessible at https://arxiv.org/abs/1701.04389 and https://doi.org/10.1109/TPWRS.2018.2800535

Discipline:

Engineering