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Research article

First published 2019-2

Rolling bearing fault diagnosis based on HVD algorithm and sample entropy

Yuefeng Li, Xingliang Zhou

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2019-7

Transfer learning with convolutional neural networks for small sample size problem in machinery fault diagnosis

Dengyu Xiao, Yixiang Huang, Chengjin Qin [...]

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

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Research article

First published 2025

ESPKARN: a multichannel framework for bearing fault diagnosis in the presence of imbalanced samples

Daxuan Lin, Zhilin Dong, Jianfeng Sun [...]

Structural Health Monitoring

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Research article

First published 2025-1

Interpretable Siamese dual attention enhancement transfer compound diagnostic model for unbalanced samples

Kun Xu, Shunming Li, Xiaodong Miao [...]

Structural Health Monitoring

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Research article

First published 2024

Optimizing sample length for fault diagnosis of clutch systems using deep learning and vibration analysis

Ganjikunta Chakrapani, Sridharan Naveen Venkatesh, Tapan Kumar Mahanta [...]

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2023-5

Enhanced hierarchical symbolic sample entropy: Efficient tool for fault diagnosis of rotating machinery

Shun Wang, Yongbo Li, Shubin Si [...]

Structural Health Monitoring

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Research article

First published 2026

Meta-learning-based hybrid LSTM-Transformer framework for cross-condition small sample fault diagnosis

Maocan Wang, Yi Wan, Xichang Liang [...]

Structural Health Monitoring

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Research article

First published 2014-6

Fault diagnosis and fault-tolerant control for sampled-data attitude control systems: an indirect approach

Yi Shen, Zhenhua Wang, Xiaolei Zhang

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

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Research article

First published 2025-11

Chaotic dynamic feature enhancement and adaptive integrated learning framework for bearing fault diagnosis under unbalanced small sample conditions

Zhixing Li, Shilin Liu, Yanxue Wang [...]

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

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Research article

First published 2026-3

Enhancing fault diagnosis with a hybrid attention mechanism and spatio-temporal feature mining model using small sample data

Zhicheng He, Gang Tan, Enlin Zhou [...]

Structural Health Monitoring

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