@inproceedings{a7554846fb624104b5f47d1b9f0f39ff,
title = "Energy disaggregation via adaptive filtering",
abstract = "The energy disaggregation problem is recovering device level power consumption signals from the aggregate power consumption signal for a building. We show in this paper how the disaggregation problem can be reformulated as an adaptive filtering problem. This gives both a novel disaggregation algorithm and a better theoretical understanding for disaggregation. In particular, we show how the disaggregation problem can be solved online using a filter bank and discuss its optimality.",
author = "Roy Dong and Ratliff, {Lillian J.} and Henrik Ohlsson and Sastry, {S. Shankar}",
year = "2013",
doi = "10.1109/Allerton.2013.6736521",
language = "English (US)",
isbn = "9781479934096",
series = "2013 51st Annual Allerton Conference on Communication, Control, and Computing, Allerton 2013",
publisher = "IEEE Computer Society",
pages = "173--180",
booktitle = "2013 51st Annual Allerton Conference on Communication, Control, and Computing, Allerton 2013",
note = "51st Annual Allerton Conference on Communication, Control, and Computing, Allerton 2013 ; Conference date: 02-10-2013 Through 04-10-2013",
}