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Research article

First published 1991-1

A self-learning fault-diagnosis system

J. Zhang, P.D. Roberts, J.E. Ellis

Transactions of the Institute of Measurement and Control

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Research article

First published 2015-4

Fault Self-Diagnosis for Modular Robotic Systems Using M-Lattice Modules

Enguang Guan, Jian Fei, Gen Pan [...]

International Journal of Advanced Robotic Systems

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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 2016-1

Improved probabilistic neural networks with self-adaptive strategies for transformer fault diagnosis problem

Jiao-Hong Yi, Jian Wang, Gai-Ge Wang

Advances in Mechanical Engineering

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Research article

First published 2026

Dual-path adversarial and progressive self-training network for cross-condition open-set domain adaptation fault diagnosis

Xiaoqing Yang, Mengfan Ge, Baoxiang Wang [...]

Structural Health Monitoring

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Research article

First published 2020-11

Intelligent fault diagnosis of rolling bearings using variational mode decomposition and self-organizing feature map

Jialing Zhang, Jimei Wu, Bingbing Hu [...]

Journal of Vibration and Control

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Research article

First published 2026-5

A novel fault diagnosis of high-speed train axle box bearings with adaptive curriculum self-paced learning under noisy labels

Kai Zhang, Bingwen Wang, Qing Zheng [...]

Structural Health Monitoring

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Research article

First published 2026

Self-supervised learning for train bearing fault diagnosis based on time–frequency dual domain prediction

Yuan Xu, Deqiang He, Haimeng Sun [...]

Structural Health Monitoring

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Research article

First published 2024-4

Application of self-attention conditional deep convolutional generative adversarial networks in the fault diagnosis of planetary gearboxes

Jia Luo, Jingying Huang, Jiancheng Ma [...]

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

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Research article

First published 2025-7

An improved self-organizing mapping neural network and its application in fault diagnosis of CNC machine tool servo drive system

Qiang Cheng, Yong Cao, Tao Zhang [...]

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

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