Deep Adaptive Ensemble Filter for Non-Intrusive Residential Load Monitoring

Identifying flexible loads, such as a heat pump, has an essential role in a home energy management system. In this study, an adaptive ensemble filtering framework integrated with long short-term memory (LSTM) is proposed for identifying flexible loads. The proposed framework, called AEFLSTM, takes a...

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Detalles Bibliográficos
Autores principales: Kianpoor, Nasrin, Hoff, Bjarte, Østrem, Trond
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9966899/
https://www.ncbi.nlm.nih.gov/pubmed/36850586
http://dx.doi.org/10.3390/s23041992

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9966899/
https://www.ncbi.nlm.nih.gov/pubmed/36850586
http://dx.doi.org/10.3390/s23041992

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