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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2022
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| Materias: | |
| 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 |