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Table 1 List of publicly available datasets of disaggregated energy consumption measurements

From: An optimisation-based energy disaggregation algorithm for low frequency smart meter data

Authors Title Venue Year
J. Z. Kolter and M. J. Johnson REDD: A Public Data Set for Energy Disaggregation Research 1st KDD Workshop on Data Mining Applications in Sustainability 2011
K. Anderson, A. Ocneanu, D. Benitez, D. Carlson, A. Rowe, and M. Berges BLUED: a fully labeled public dataset for Event-Based Non-Intrusive load monitoring research 2nd KDD Workshop on Data Mining Applications in Sustainability 2012
S. Barker, A. Mishra, D. Irwin, E. Cecchet, P. Shenoy and J. Albrecht Smart*: An open data set and tools for enabling research in sustainable homes 2nd KDD Workshop on Data Mining Applications in Sustainability 2012
S. Makonin, F. Popowich, L. Bartram, B. Gill, and I. Bajic AMPds: a public dataset for load disaggregation and eco-feedback re-search IEEE Electrical Power and Energy Conference 2013
A. Monacchi, D. Egarter, W. Elmenreich, S. D’Alessandro, and A. M. Tonello GREEND: An energy consumption dataset of households in Italy and Austria IEEE International Conference on Smart Grid Communications 2014
J. Kelly and W. Knottenbelt The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes Scientific data, Volume 2, article number 150007 2015