AMPds: A public dataset for load disaggregation and eco-feedback research

Abstract

A home-based intelligent energy conservation system needs to know what appliances (or loads) are being used in the home and when they are being used in order to provide intelligent feedback or to make intelligent decisions. This analysis task is known as load disaggregation or non-intrusive load monitoring (NILM). The datasets used for NILM research… (More)

9 Figures and Tables

Statistics

02040201320142015201620172018
Citations per Year

96 Citations

Semantic Scholar estimates that this publication has 96 citations based on the available data.

See our FAQ for additional information.

Cite this paper

@article{Makonin2013AMPdsAP, title={AMPds: A public dataset for load disaggregation and eco-feedback research}, author={Stephen Makonin and Fred Popowich and Lyn Bartram and Bob Gill and Ivan V. Bajic}, journal={2013 IEEE Electrical Power & Energy Conference}, year={2013}, pages={1-6} }