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Research article

First published 2021-7

Simulation data driven weakly supervised adversarial domain adaptation approach for intelligent cross-machine fault diagnosis

Kun Yu, Qiang Fu, Hui Ma [...]

Structural Health Monitoring

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Research article

First published 2022-7

Data-driven dictionary design–based sparse classification method for intelligent fault diagnosis of planet bearings

Yun Kong, Zhaoye Qin, Tianyang Wang [...]

Structural Health Monitoring

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Research article

First published 2019-4

A Data-Driven Fault Diagnosis Method for Railway Turnouts

Dongxiu Ou, Rui Xue, Ke Cui

Transportation Research Record: Journal of the Transportation Research Board

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Review article

First published 2026-2

Data-driven fault diagnosis for multiple subsystems of deep-sea submersible

Zhanfei Zhao, Xing Fang, Chengxi Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2026

A knowledge and data collaboration-driven method with modified stacked broad autoencoder for few-shot bearing fault diagnosis

Xin Li, Xinhua Liu, Xiaoyu Zou [...]

Structural Health Monitoring

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Research article

First published 2022-8

Simultaneous fault diagnosis for aircraft engine using multi-label learning

Bing Li, Yong-Ping Zhao

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

Open access

Research article

First published 2016-1

Rolling bearing fault diagnosis method based on data-driven random fuzzy evidence acquisition and Dempster–Shafer evidence theory

Xianbin Sun, Jiwen Tan, Yan Wen [...]

Advances in Mechanical Engineering

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Research article

First published 2023-10

Ranked feature-based data-driven bearing fault diagnosis using support vector machine and artificial neural network

Amit Mathur, Pradeep Kumar, SP Harsha

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Review article

First published 2026

From physical models to data intelligence: evolution of rail vehicle suspension fault diagnosis

Yunguang Ye, Xu Gao, Lai Wei [...]

Structural Health Monitoring

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Research article

First published 2019-8

Multi-fault diagnosis method for wind power generation system based on recurrent neural network

Junnian Wang, Yao Dou, Zhenheng Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part A: Journal of Power and Energy

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