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Scattering Transform for Classification in Non-Intrusive Load Monitoring

Nonintrusive Load Monitoring (NILM) uses computational methods to disaggregate and classify electrical appliances signals. The classification is usually based on the power signatures of the appliances obtained by a feature extractor. State-of-the-art results were obtained extracting NILM features wi...

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Principais autores: Everton Luiz de Aguiar, André Eugenio Lazzaretti, Bruna Machado Mulinari, Daniel Rodrigues Pipa
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2021-10-01
Serier:Energies
Fag:
scattering transform
NILM features
features extractor
Online adgang:https://www.mdpi.com/1996-1073/14/20/6796
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