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Multiscale Kernel-Based Residual CNN for Estimation of Inter-Turn Short Circuit Fault in PMSM

The diagnosis of an inter-turn short circuit (ITSC) fault at its early stage is very important in permanent magnet synchronous motors as these faults can lead to disastrous results. In this paper, a multiscale kernel-based residual convolutional neural network (CNN) algorithm is proposed for the dia...

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Detalles Bibliográficos
Autores principales: Song, Qiang, Wang, Mingsheng, Lai, Wuxuan, Zhao, Sifang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9501930/
https://www.ncbi.nlm.nih.gov/pubmed/36146218
http://dx.doi.org/10.3390/s22186870