An unsupervised training method for non-intrusive appliance load monitoring

Non-intrusive appliance load monitoring is the process of disaggregating a household's total electricity consumption into its contributing appliances. In this paper we propose an unsupervised training method for non-intrusive monitoring which, unlike existing supervised approaches, does not req...

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Bibliographic Details
Main Authors: Parson, Oliver (Author), Ghosh, Siddhartha (Author), Weal, Mark J. (Author), Rogers, Alex (Author)
Format: Article
Language:English
Published: 2014-12.
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