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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Autors principals:	Amitay Kligman, Arbel Yaniv, Yuval Beck
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2023-03-01
Col·lecció:	Energies
Matèries:	balanced iterative reducing and clustering using hierarchies (BIRCH) clustering algorithms load-disaggregation non-intrusive load monitoring (NILM) smart grid smart metering
Accés en línia:	https://www.mdpi.com/1996-1073/16/7/3027
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