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Research article

First published 2022-10

Multi-scale attention mechanism residual neural network for fault diagnosis of rolling bearings

Yan Wang, Jie Liang, Xiaoguang Gu [...]

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

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Research article

First published 2023-2

A multi-scale feature fusion network-based fault diagnosis method for wind turbine bearings

Minghan Ma, Yuejia Hou, Yonggang Li

Wind Engineering

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Research article

First published 2022-12

Multi-feature learning-based extreme learning machine for rolling bearing fault diagnosis

Longkui Zheng, Yang Xiang, Chenxing Sheng

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2023-7

An adaptive variational mode extraction method based on multi-domain and multi-objective optimization for bearing fault diagnosis

Xiaoan Yan, Wangji Yan, Ka-Veng Yuen [...]

Structural Health Monitoring

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Research article

First published 2024-6

A novel two-stream multi-head self-attention convolutional neural network for bearing fault diagnosis

Hang Ren, Shaogang Liu, Fengmei Wei [...]

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

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Research article

First published 2025-9

A new multi-modal time series transformation method and multi-scale convolutional attention network for railway wagon bearing fault diagnosis

Zhihui Men, Yonghua Li, Wuchu Tang [...]

Journal of Vibration and Control

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Research article

First published 2025-11

Cross-domain fault diagnosis of ceramic bearings using multi-source data fusion: Vibration,acoustic,and infrared signals

Meng Shao, Mengyuan Shi, Xinran Li [...]

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

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Research article

First published 2024-3

Multi-source information fusion meta-learning network with convolutional block attention module for bearing fault diagnosis under limited dataset

Shanshan Song, Shuqing Zhang, Wei Dong [...]

Structural Health Monitoring

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Research article

First published 2025

A dual-channel multi-scale residual network with dilated convolution optimization for rolling bearing fault diagnosis

Xiaoli Zhang, Jie Lv, Fangzhen Wang [...]

Journal of Vibration and Control

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Research article

First published 2024-5

A robust multi-scale learning network with quasi-hyperbolic momentum-based Adam optimizer for bearing intelligent fault diagnosis under sample imbalance scenarios and strong noise environment

Maoyou Ye, Xiaoan Yan, Ning Chen [...]

Structural Health Monitoring

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