Comparative Study between Physics-Informed CNN and PCA in Induction Motor Broken Bars MCSA Detection

In this article, two methods for broken bar detection in induction motors are considered and tested using data collected from the LIAS laboratory at the University of Poitiers. The first approach is Motor Current Signature Analysis (MCSA) with Convolutional Neural Networks (CNN), in which measuremen...

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Detalles Bibliográficos
Autores principales: Boushaba, Abderrahim, Cauet, Sebastien, Chamroo, Afzal, Etien, Erik, Rambault, Laurent
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740424/
https://www.ncbi.nlm.nih.gov/pubmed/36502196
http://dx.doi.org/10.3390/s22239494

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740424/
https://www.ncbi.nlm.nih.gov/pubmed/36502196
http://dx.doi.org/10.3390/s22239494

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