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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Detalhes bibliográficos
Autor principal: Habou Laouali, Inoussa (author)
Outros Autores: Gomes, Isaías (author), Ruano, Maria (author), Bennani, Saad Dosse (author), Fadili, Hakim El (author), Ruano, Antonio (author)
Formato: article
Idioma:eng
Publicado em: 2022
Assuntos:
Non-intrusive load monitoring (NILM)
Energy disaggregation
Neural networks
Multi-objective genetic algorithm
Low frequency power data
Convex hull algorithms
Texto completo:http://hdl.handle.net/10400.1/18672
País:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/18672

Texto Completo

http://hdl.handle.net/10400.1/18672

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