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Research article

First published 2025-12

A hybrid strategy-based meta-learning for the gear fault diagnosis under complex working conditions

Jie Liu, Hai Wang, Xiaoying Wang [...]

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

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Research article

First published 2026-1

Discriminative and statistical transfer learning-based soft sensors under multiple working conditions

Jikun Zhu, Xiao Wang, Weili Xiong

Transactions of the Institute of Measurement and Control

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Research article

First published 2025

SpecCSAM: a prior-knowledge embedding deep learning fault diagnosis method for unknown working conditions

Hongyang Xu, Songcheng Wang, Xiao Yu [...]

Structural Health Monitoring

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Research article

First published 2022-3

Working-condition diagnosis of a beam pumping unit based on a deep-learning convolutional neural network

Zhewei Ye, Qinjue Yi

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

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Research article

First published 2025

Ensemble weighted DJPMMD based deep transfer metric learning method for fault diagnosis of bearing under variable working conditions

Zengbing Xu, Yaxin Nie, Gaige Ding [...]

Structural Health Monitoring

Open access

Research article

First published 2026

Work-Life Conditions as the Primary Determinant of Seafarer Mental Health: An Explainable Machine Learning Analysis

Yongwei Jiang, Zhendong Tang, Hua Liu [...]

INQUIRY: The Journal of Health Care Organization,Provision,and Financing

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Research article

First published 2026

Numerical simulation-aided deep convolutional transfer learning networks to reliable detect bearing faults under varying working conditions

Pan Su, Yunxia Lou, Shuhui Wang [...]

Journal of Vibration and Control

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Research article

First published 2025-6

Continual learning for fault diagnosis considering variable working conditions

Dongdong Wei, Ming Jian Zuo, Zhigang Tian

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

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Research article

First published 2026-1

Intelligent fault diagnosis of high-speed train axle box bearings under parameter fluctuation working conditions using continuous cohomology-based meta-transfer learning framework

Yang Li, Xiangyin Meng, Feiyun Xu [...]

Structural Health Monitoring

Open access

Research article

First published 2021-9

Learning to manage a mental health condition: Caring for the self and ‘normalizing’ identity at work

Hadar Elraz, David Knights

Management Learning

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