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Research article

First published 2023-9

A fault diagnosis method based on improved parallel convolutional neural network for rolling bearing

Tao Xu, Huan Lv, Shoujin Lin [...]

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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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 2021

Classification of clothing images based on a parallel convolutional neural network and random vector functional link optimized by the grasshopper optimization algorithm

Zhiyu Zhou, Wenxiong Deng, Yaming Wang [...]

Textile Research Journal

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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

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Research article

First published 2025-11

Fatigue crack identification in jacket-type offshore platforms using a parallel multi-scale convolutional neural network

Shufeng Feng, Lei Song, Zhuoyi Yang [...]

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

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Research article

First published 2018-11-20

Single binding of data and model parallelisms to parallelize convolutional neural networks through multiple machines

Hai Jin, Saqib Qamar, Ran Zheng [...]

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

Open access

Research article

First published 2021-1

A method for enhancing speech and warning signals based on parallel convolutional neural networks in a noisy environment

Ha Lim Kang, Sung Dae Na, Myoung Nam Kim

Technology and Health Care

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Research article

First published 2023-11

Parallel convolutional neural network toward high efficiency and robust structural damage identification

Xijun Ye, Yongjie Cao, Airong Liu [...]

Structural Health Monitoring

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Research article

First published 2025-4

Data-driven motion estimation for cable-driven end-effectors through parallel 1D-convolution and recurrent neural networks with attention

Yongfa Chen, Xinzhou Xu, Ziqian Li [...]

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

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Research article

First published 2023

A parallel convolutional neural network-transformer model for underwater target recognition based on multimodal feature learning

Xuerong Cui, Qingqing Zheng, Juan Li [...]

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

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