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Research article

First published 2025-5

Fault diagnosis using variational autoencoder GAN and focal loss CNN under unbalanced data

Weihan Li, Dunke Liu, Yang Li [...]

Structural Health Monitoring

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Research article

First published 2024-11-18

Bearing fault diagnosis method for unbalance data based on Gramian angular field

Ping Yu, Rong-bin Li, Jie Cao [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-7

Fault data expansion method of permanent magnet synchronous motor based on Wasserstein-generative adversarial network

Liu Zhan, Xiaowei Xu, Xue Qiao [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

Open access

Research article

First published 2023-6

Electro-mechanical braking system spindle unbalance axis trajectory purification and feedback method

Huawei Jin, Zhuqi Chen, Chuanli Wang [...]

Advances in Mechanical Engineering

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Research article

First published 2023-5

A fault diagnosis method for underwater thruster based on RFR-SVM

Zhenzhong Chu, Zhiqiang Li, Zhenhao Gu [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Review article

First published 2021-11

Artificial neural network–based fault diagnosis for induction motors under similar,interpolated and extrapolated operating conditions

Abhisar Chouhan

Noise & Vibration Worldwide

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Research article

First published 2023-5

Neighborhood graph embedding interpretable fault diagnosis network based on local and non-local information balanced under imbalanced samples

Zejin Sun, Youren Wang, Guodong Sun [...]

Structural Health Monitoring

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Research article

First published 2022-9

Deep meta-learning and variational autoencoder for coupling fault diagnosis of rolling bearing under variable working conditions

Changchang Che, Huawei Wang, Ruiguan Lin [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2024-7

Bearing fault diagnosis based on variational autoencoder and non-local block wide kernel convolutional neural network

Li Jiang, Silong Guo, Shunsheng Guo [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2024-9

An imbalance multi-faults data transfer learning diagnosis method based on finite element simulation optimization model of rolling bearing

Xiaoyun Gong, Kunpeng Feng, Wenliao Du [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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