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Research article

First published 2025

LiteDiagNet: Enhancing noise-resistant fault diagnosis in rotating machinery via IoT-Based cloud-edge collaboration

Jin Li, Sijie Liu, Zhenyu Tao [...]

Journal of Vibration and Control

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Research article

First published 2025

A domain adaptation bearing fault diagnosis method with strong noise resistance

Lehang Zhang, Zhigang Wei, Yiliang Zheng [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2023-12-02

A new bearing fault diagnosis method based on improved weighted multi-scale morphological filter and multi-headed self-attention capsule restricted boltzmann network

Yiyang Liu, Changxian Li, Yunxian Cui [...]

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

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Research article

First published 2025

Information decoupling via comparative filtering: A robust fault diagnosis framework for rotating machinery in high-noise environments

Jin Li, Sijie Liu, Shengxiang Li [...]

Journal of Vibration and Control

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Research article

First published 2026

A gear fault diagnosis method based on auditory cortical frequency-domain response in real workshop noise environment

Haitao Su, Jing Huang, Yuanning Lu [...]

Structural Health Monitoring

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Research article

First published 2025

Incipient bearing fault diagnosis under strong background noise based on enhanced signal adaptive decomposition method

Yubin Pan, Peiliang Qin, Jie Chen [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2026-5

A novel fault diagnosis of high-speed train axle box bearings with adaptive curriculum self-paced learning under noisy labels

Kai Zhang, Bingwen Wang, Qing Zheng [...]

Structural Health Monitoring

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Research article

First published 2026

Fault diagnosis of vane pumps based on optimized noise reduction and attention mechanism ResNet fusion

Rui Guo, Jiaqi Zhang, Dianmin Chen [...]

Journal of Vibration and Control

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Research article

First published 2025-1

Image representation of vibration signals and its application on fault diagnosis of rotating machinery with convolutional neural network: A benchmark study

Jiuhai Yuan, Qing Zhang, Jianqun Zhang [...]

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

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Research article

First published 2025-7

Enhanced rolling bearing fault diagnosis using a multi-stage attention fusion network

Mingyuan Ma, Chenxi Qu, Xudong Zhao [...]

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

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