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Apply Graph Signal Processing on NILM: An Unsupervised Approach Featuring Power Sequences †

As a low-cost demand-side management application, non-intrusive load monitoring (NILM) offers feedback on appliance-level electricity usage without extra sensors. NILM is defined as disaggregating loads only from aggregate power measurements through analytical tools. Although low-rate NILM tasks hav...

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Detalles Bibliográficos
Autores principales: Zhao, Bochao, Li, Xuhao, Luan, Wenpeng, Liu, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10145867/
https://www.ncbi.nlm.nih.gov/pubmed/37112280
http://dx.doi.org/10.3390/s23083939