Demagnetization Fault Diagnosis of Permanent Magnet Synchronous Generator for Wind Turbine Based on ResNet-50 Transfer Learning Model

Siyu Du,Yu Chen, Sichao Zhang,Feng Liang, Nadeem Shahbaz, Guoqiang Zhu, Shouwang Zhao,Shuang Wang,Yong Ma, Chong Li, Zhongjie Wang,Yong Zhao

2024 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD)（2024）

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permanent magnet wind turbines,fault diagnosis,transfer learning,convolutional neural network

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