An optimized machine learning framework for diagnosing demagnetization faults in PMSG using FEM, feature engineering, and experimental validation

Electrical Engineering 2026

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Authors: Nadeem Shahbaz, Yuehua Chen, Feng Liang, Du Siyu, Sichao Zhang, Shouwang Zhao, Shuang Wang, Zhang Min, Yong Ma, Chong Li, Wei Si Deng, Yong Zhao
DOI: 10.1007/s00202-025-03485-x
Cited by: 1
References: 29

Fields of Study & Subjects

Machine Fault Diagnosis Techniques Wind Turbine Control Systems Wind Energy Research and Development

Publication details

Journal / source
Electrical Engineering
Publisher
Springer Science and Business Media LLC
Volume
108
Issue
3
Publication date
16 February 2026
Language
EN