Energy Disaggregation Using Multi-Objective Genetic Algorithm Designed Neural Networks

Energy Disaggregation Using Multi-Objective Genetic Algorithm Designed Neural Networks

Energy-saving schemes are nowadays a major worldwide concern. As the building sector is a major energy consumer, and hence greenhouse gas emitter, research in home energy management systems (HEMS) has increased substantially during the last years. One of the primary purposes of HEMS is monitoring el...

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Bibliographic Details
Main Authors: Inoussa Laouali, Isaías Gomes, Maria da Graça Ruano, Saad Dosse Bennani, Hakim El Fadili, Antonio Ruano
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Energies
Subjects:
non-intrusive load monitoring (NILM)
energy disaggregation
neural networks
multi-objective genetic algorithm
low frequency power data
convex hull algorithms
Online Access:https://www.mdpi.com/1996-1073/15/23/9073

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