On Model-Based Transfer Learning Method for the Detection of Inter-Turn Short Circuit Faults in PMSM

The early detection of an inter-turn short circuit (ITSC) fault is extremely critical for permanent magnet synchronous motors (PMSMs) because it can lead to catastrophic consequences. In this study, a model-based transfer learning method is developed for ITSC fault detection. The contribution can be...

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Detalhes bibliográficos

Principais autores:	Mingsheng Wang, Qiang Song, Wuxuan Lai
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-11-01
coleção:	Sensors
Assuntos:	fault diagnosis inter-turn short circuit (ITSC) fault transfer learning Bayesian optimization permanent magnet synchronous motors (PMSMs) convolutional neural networks (CNNs)
Acesso em linha:	https://www.mdpi.com/1424-8220/23/22/9145
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