Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types

Abstract

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 approach by which individual appliances can be iteratively separated from an aggregate load. Unlike existing approaches, our approach does not require training data to be collected… (More)

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@inproceedings{Parson2012NonIntrusiveLM, title={Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types}, author={Oliver Parson and Siddhartha Ghosh and Mark J. Weal and Alex Rogers}, booktitle={AAAI}, year={2012} }