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 |