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Demagnetization Fault Location of Direct-Drive Permanent Magnet Synchronous Motor Based on Search Coil Data-Driven

Demagnetization faults in direct-drive permanent magnet synchronous motors (DDPMSM) can cause significant performance degradation and unplanned downtime. Traditional fault location methods, which rely on manual feature extraction, exhibit limited accuracy and efficiency in complex and variable opera...

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Principais autores: Caixia Gao, Zhen Jiang, Xiaozhuo Xu, Jikai Si
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-01-01
Serier:Applied Sciences
Fag:
direct-drive permanent magnet synchronous motor
convolutional neural network
demagnetization fault location
search coil
residual electromotive force
Online adgang:https://www.mdpi.com/2076-3417/16/2/870
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