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Machine Learning Models for Non-Intrusive Load Monitoring: A Systematic Review and Meta-Analysis

Non-Intrusive Load Monitoring (NILM) systems are increasingly applied in residential and commercial environments to disaggregate energy consumption without requiring additional hardware sensors. The integration of Machine Learning (ML) techniques has enhanced the accuracy and efficiency of load iden...

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Auteurs principaux: Herman Cristiano Jaime, Adler Diniz de Souza, Raphael Carlos Santos Machado, Otávio de Souza Martins Gomes
Format: Artigo
Langue:Inglês
Publié: MDPI AG 2026-03-01
Collection:Inventions
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Accès en ligne:https://www.mdpi.com/2411-5134/11/2/29
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