On the Use of Concentrated Time–Frequency Representations as Input to a Deep Convolutional Neural Network: Application to Non Intrusive Load Monitoring

Since decades past, time–frequency (TF) analysis has demonstrated its capability to efficiently handle non-stationary multi-component signals which are ubiquitous in a large number of applications. TF analysis us allows to estimate physics-related meaningful parameters (e.g., [Formula: see text] , g...

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Detalles Bibliográficos
Autores principales: Houidi, Sarra, Fourer, Dominique, Auger, François
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597148/
https://www.ncbi.nlm.nih.gov/pubmed/33286680
http://dx.doi.org/10.3390/e22090911

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597148/
https://www.ncbi.nlm.nih.gov/pubmed/33286680
http://dx.doi.org/10.3390/e22090911

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