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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 2025

Rolling bearing fault diagnosis method based on improved gramian angular difference field and SPPF-MsCNN

Jiahong Cao, Chaoqun Hu, Yonghua Li [...]

Journal of Vibration and Control

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Research article

First published 2023-11

Gearbox fault diagnosis based on frequency-domain Gramian angular difference field and deep convolutional neural network

Jianqun Zhang, Qing Zhang, Wenzong Feng [...]

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

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Research article

First published 2024-12

Intelligent rolling bearing compound fault diagnosis based on frequency-domain Gramian angular field and convolutional neural networks with imbalanced data

Faye Zhang, Peng Yao, Xiangyi Geng [...]

Journal of Vibration and Control

Open access

Research article

First published 2024-4

Research on a novel fault diagnosis method for gearbox based on matrix distance feature

Jiangcheng Li, Limin Dong, Xiaotao Zhang [...]

Measurement and Control

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Review article

First published 2025

Fault diagnosis and classifications of rolling mill bearing-gear based on GADF-TL-ShuffleNet-V2

Dongxiao Hou, Rongcai Cheng, Bo Zhang [...]

Journal of Vibration and Control

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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 2025

Siamese CNN-BiMGRU integrating multihead attention mechanism and its application to multipart covers fault detection under small-scale samples condition

Lerui Chen, Miaoxin Ji, YukMing Tang [...]

Structural Health Monitoring

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Research article

First published 2025

Online monitoring method for geometric quality in fuselage panel riveting based on MBCNN-ViT

Huan Zhang, Yuhui Duan, Liang Cheng [...]

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

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Research article

First published 2025

A novel meta-transfer learning method for few-shot cross-domain fault diagnosis based on parallel synergistic network

Xueyi Li, Sixin Li, Qi Li [...]

Structural Health Monitoring

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