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 Author: Habou Laouali, Inoussa (author)
Other Authors: Gomes, Isaías (author), Ruano, Maria (author), Bennani, Saad Dosse (author), Fadili, Hakim El (author), Ruano, Antonio (author)
Format: article
Language:eng
Published: 2022
Subjects:
Non-intrusive load monitoring (NILM)
Energy disaggregation
Neural networks
Multi-objective genetic algorithm
Low frequency power data
Convex hull algorithms
Online Access:http://hdl.handle.net/10400.1/18672
Country:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/18672

Internet

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

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