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A Multi-Agent NILM Architecture for Event Detection and Load Classification

A multi-agent architecture for a Non-Intrusive Load Monitoring (NILM) solution is presented and evaluated. The underlying rationale for such an architecture is that each agent (load event detection, feature extraction, and classification) outperforms others of the same type in particular scenarios;...

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Principais autores: André Eugenio Lazzaretti, Douglas Paulo Bertrand Renaux, Carlos Raimundo Erig Lima, Bruna Machado Mulinari, Hellen Cristina Ancelmo, Elder Oroski, Fabiana Pöttker, Robson Ribeiro Linhares, Lucas da Silva Nolasco, Lucas Tokarski Lima, Júlio Shigeaki Omori, Rodrigo Braun dos Santos
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2020-08-01
coleção:Energies
Assuntos:
event detection
feature extraction
load classification
NILM
non-intrusive load monitoring
NILM architecture
Acesso em linha:https://www.mdpi.com/1996-1073/13/17/4396
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