Intelligent Fault Diagnosis of Inter-Turn Short Circuit Faults in PMSMs for Agricultural Machinery Based on Data Fusion and Bayesian Optimization

Intelligent Fault Diagnosis of Inter-Turn Short Circuit Faults in PMSMs for Agricultural Machinery Based on Data Fusion and Bayesian Optimization

The permanent magnet synchronous motor (PMSM) plays an important role in the power system of agricultural machinery. Inter-turn short circuit (ITSC) faults are among the most common failures in PMSMs, and early diagnosis of these faults is crucial for enhancing the safety and reliability of motor op...

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Bibliographic Details
Main Authors: Mingsheng Wang, Wuxuan Lai, Hong Zhang, Yang Liu, Qiang Song
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Agriculture
Subjects:
agricultural mechanization
fault diagnosis
permanent magnet synchronous motors (PMSM)
inter-turn short circuit (ITSC) fault
data fusion
Online Access:https://www.mdpi.com/2077-0472/14/12/2139
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