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Research article

First published 2026-3

An enhanced deep intelligent model with feature fusion and ensemble learning for the fault diagnosis of rotating machinery

Kejia Zhuang, Bin Deng, Huai Chen [...]

Structural Health Monitoring

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Research article

First published 2022-5

Gas pipeline event classification based on one-dimensional convolutional neural network

Yang An, Xueyan Ma, Xiaocen Wang [...]

Structural Health Monitoring

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Research article

First published 2021-11

Steel bridge corrosion inspection with combined vision and thermographic images

Hyung Jin Lim, Soonkyu Hwang, Hyeonjin Kim [...]

Structural Health Monitoring

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Research article

First published 2025

Vibration signal analysis and condition monitoring of centrifugal pumps based on time-delay phase space reconstruction and attention mechanism

Ziheng Tang, Yun Ren, Maosen Xu [...]

Journal of Vibration and Control

Open access

Research article

First published 2023-3

Rolling bearing intelligent fault diagnosis method based on IPSO-WCNN

Ronghua Chen, Yingkui Gu, Kuan Wu [...]

Measurement and Control

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Research article

First published 2023-10

Acoustic detection and localization of gas pipeline leak based on residual connection and one-dimensional separable convolutional neural network

Wendi Yan, Wei Liu, Hongbo Bi [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2023-2

A motor bearing fault diagnosis method based on multi-source data and one-dimensional lightweight convolution neural network

Yifan Dong, Chuanbo Wen, Zheng Wang

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

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Research article

First published 2021-11

Real-time fault diagnosis using deep fusion of features extracted by parallel long short-term memory with peephole and convolutional neural network

Funa Zhou, Zhiqiang Zhang, Danmin Chen

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

Open access

Research article

First published 2023-1

A hybrid CNN-BiLSTM approach for remaining useful life prediction of EVs lithium-Ion battery

Dexin Gao, Xin Liu, Zhenyu Zhu [...]

Measurement and Control

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Research article

First published 2026-5

Impact time history reconstruction using dynamic weighted graph neural network under sensor fault situations

Chun Huang, Chongcong Tao, Hongli Ji [...]

Structural Health Monitoring

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