Energy disaggregation of overlapping home appliances consumptions using a cluster splitting approach

Non-intrusive load monitoring (NILM) is a set of techniques that aims to decompose the aggregate energy consumptions of a household into the energy consumed by the respective individual appliances. When some of the home appliances have power consumptions levels that overlap with each other, it becom...

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書目詳細資料
Main Authors: Aiad, Misbah, Lee, Peng Hin
其他作者: School of Electrical and Electronic Engineering
格式: Article
語言:English
出版: 2020
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在線閱讀:https://hdl.handle.net/10356/137056
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