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Research article

First published 2024-10

A knowledge-based fault diagnosis method for rolling bearings without fault sample training

Zhuoxiang Chen, 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 2026

A novel knowledge distillation framework for bearing fault diagnosis under imbalanced samples

Yao Cheng, Lei Liu, Zhiyuan Liao [...]

Structural Health Monitoring

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Research article

First published 2018-5

Vibration signal–based fault diagnosis in complex structures: A beam-like structure approach

Hong Wang, Xingjian Jing

Structural Health Monitoring

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Research article

First published 2026

A knowledge and data collaboration-driven method with modified stacked broad autoencoder for few-shot bearing fault diagnosis

Xin Li, Xinhua Liu, Xiaoyu Zou [...]

Structural Health Monitoring

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Research article

First published 2023-5

Weak thruster fault detection for AUV based on Bayesian network and Hidden Markov model

Feng Yao, Zeyu Chen, Xing Liu [...]

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

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Research article

First published 2026-5

Compound fault feature separation with frequency segmentation and improved sparse filtering for rolling bearings

Siqi Gong, Shunming Li, Min Xia

Structural Health Monitoring

Open access

Research article

First published 2020-12

Intelligent fault diagnosis of rotating machinery based on deep learning with feature selection

Dongying Han, Kai Liang, Peiming Shi

Journal of Low Frequency Noise,Vibration and Active Control

Open access

Research article

First published 2017-9

A smart diagnosis system based on automatic recognition of multiple rotor faults

Honghui Zhang, Yun Bai

Advances in Mechanical Engineering

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Research article

First published 2026

Research on inter-shaft bearing fault diagnosis method based on STFT-CNN modeling

Jing Tian, Ziqi Zhao, Zheng Lin [...]

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2011-5

Condition-based shaft fault diagnosis with the empirical mode decomposition method

W-Y Lin, L-C Chuang, H-T Young

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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