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Research article

First published 2022-02-02

Intelligent rating method of tunnel surrounding rock based on one-dimensional convolutional neural network

Gang Yang, Tianbin Li, Chunchi Ma [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025

Prognostics of lithium-ion batteries health state: An ensemble method of one-dimensional convolutional neural network and Informer model

Li Guo, Hongwei He, Chenyi Shi [...]

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

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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 2020-7

Application of a new one-dimensional deep convolutional neural network for intelligent fault diagnosis of rolling bearings

Shenglong Xie, Guoying Ren, Junjiang Zhu

Science Progress

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Research article

First published 2026-5

A feature extraction interpretability research of one-dimensional convolutional neural networks in mechanical fault diagnosis

Xiaoli Zhang, Junzhe Xie, Fangzhen Wang

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

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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 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 2025

Research on bearing fault diagnosis method based on one-dimensional parallel three-channel convolutional neural network

Xiaoli Zhang, Xudong Zhang, Wang Liang [...]

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

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Research article

First published 2023-08-01

Prediction of the tensile strength of friction stir welded joints based on one-dimensional convolutional neural network

Xiaohong Lu, Chong Ma, Banghua Yang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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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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