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Research article

First published 2018-9

Bearing fault diagnosis based on spectrum image sparse representation of vibration signal

Zhe Tong, Wei Li, Fan Jiang [...]

Advances in Mechanical Engineering

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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 2026

Multi-modal bearing fault diagnosis method fusing vision and complementary timing features

Xin Zhang, Ruocheng Wang, Linqi Zhang

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

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Research article

First published 2022-02-02

Intelligent fault diagnosis using image representation of multi-domain features

Yulong Zhang, Chaofei Zhang, Jian Tan [...]

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

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Research article

First published 2025-7

Fault diagnosis for rotating machinery based on deep learning

Wessam S. ElAraby, Ahmed H. Madian, Mohamed H. Saad

Noise & Vibration Worldwide

Open access

Research article

First published 2022-1

Degradation state identification for hydraulic pumps using modified hierarchical decomposition and image processing

Mo-chao Pei, Hong-ru Li, He Yu

Measurement and Control

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Research article

First published 2023-06-01

Deep convolution neural network for machine health monitoring using spectrograms of vibration signal and its EMD-intrinsic mode functions

R. Pavithra, Prakash Ramachandran

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

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Research article

First published 2019-7

Deep variational auto-encoders: A promising tool for dimensionality reduction and ball bearing elements fault diagnosis

Gabriel San Martin, Enrique López Droguett, Viviane Meruane [...]

Structural Health Monitoring

Open access

Research article

First published 2020-5

A new K -means singular value decomposition method based on self-adaptive matching pursuit and its application in fault diagnosis of rolling bearing weak fault

Hongchao Wang, Wenliao Du

International Journal of Distributed Sensor Networks

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Research article

First published 2026

Fault diagnosis of driving gear in battery swapping system using heterospectral-symmetrized-derived point cloud feature tree

Menglong Zhang, Langqing Jiao, Minzhang Zhao [...]

Noise & Vibration Worldwide

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