Research on Inter-Turn Short Circuit Fault Diagnosis of Electromechanical Actuator Based on Transfer Learning and VGG16
In this paper, an inter-turn short-circuit fault of a permanent magnet synchronous motor in an electromechanical actuator is analyzed, and a fault diagnosis method based on transfer learning with a VGG16 convolution network is proposed. First, a 2D finite element model of an inter-turn short circuit...
Main Authors: | Haibin Huangfu, Yong Zhou, Jianxin Zhang, Shangjun Ma, Qian Fang, Ye Wang |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2022-04-01
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Series: | Electronics |
Subjects: | |
Online Access: | https://www.mdpi.com/2079-9292/11/8/1232 |
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