Energy Disaggregation of Type I and II Loads by Means of Birch Clustering and Watchdog Timers

A non-intrusive load monitoring (NILM) process is intended to allow for the separation of individual appliances from an aggregated energy reading in order to estimate the operation of individual loads. In the past, electricity meters specified only active power readings, for billing purposes, thus l...

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主要な著者:	Amitay Kligman, Arbel Yaniv, Yuval Beck
フォーマット:	Artigo
言語:	Inglês
出版事項:	MDPI AG 2023-03-01
シリーズ:	Energies
主題:	balanced iterative reducing and clustering using hierarchies (BIRCH) clustering algorithms load-disaggregation non-intrusive load monitoring (NILM) smart grid smart metering
オンライン･アクセス:	https://www.mdpi.com/1996-1073/16/7/3027
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