NILM @ CMU

BLUED: Building-Level fUlly labeled Electricity Disaggregation dataset

We are making available current and voltage measurements from one of our locations. Access to the data is password protected. If you would like to download the data, please contact Mario Berg├ęs.

An article describing the details of this dataset will be published as part of the proceedings for the 2nd KDD Workshop on Data Mining Applications for sustainability:

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," in Proceedings of the 2nd KDD Workshop on Data Mining Applications in Sustainability (SustKDD), Beijing, China, 2012.

[PDF]

Please refer to this publication when citing the dataset in your work.

The files can be downloaded following these links:

Note (09/28/2014): We have resolved the issues with our hosting provider and all downloads should work.

The BibTeX reference for the paper is the following:

@inproceedings{anderson_blued:_2012,
  address = {Beijing, China},
  title = {{BLUED:} A Fully Labeled Public Dataset for {Event-Based} {Non-Intrusive} Load Monitoring Research},
  booktitle = {Proceedings of the 2nd {KDD} Workshop on Data Mining Applications in Sustainability {(SustKDD)}},
  author = {Anderson, Kyle and Ocneanu, Adrian and Benitez, Diego and Carlson, Derrick and Rowe, Anthony and Berges, Mario},
  month = aug, year = {2012} },