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Research article

First published 2024-7

Compound fault separation and diagnosis method for online rolling bearings based on RSEUnet and 1DCNN

Xiufang Wang, Shuang Sun, Chunlei Jiang [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-7

A fault diagnosis method for key transmission components of rotating machinery based on SAM-1DCNN-BiLSTM temporal and spatial feature extraction

Wenliao Du, Xinchuang Niu, Hongchao Wang [...]

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

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Research article

First published 2025-8

Online prediction of joint mechanical properties of FSW thick AA2219-T8 based on multi-source information fusion using 1DCNN

Banghua Yang, Xiaohong Lu

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2025-11

Predicting the degree of rubber rupture damage using a GAN-enhanced Bayesian-optimized 1DCNN network

Yi Zeng, Chubing Deng, Feng Xiong [...]

Structural Health Monitoring

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Research article

First published 2026

Online prediction of lithium-ion battery’s remaining useful life with multiple health indicators and hybrid SAE-LSTM-1DCNN model

Chun Su, Ran Xia

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

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Research article

First published 2025

A wayside monitoring system for the estimation of the rail neutral temperature

Matthew Belding, Piervincenzo Rizzo, Charles Hager [...]

Structural Health Monitoring

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Research article

First published 2024-8

An effective attack detection framework using multi-scale depth-wise separable 1DCNN via fused grasshopper-based lemur optimizer in IoT routing system

Ajay Dilip Kumar Marapatla, Ilavarasan E

Intelligent Decision Technologies

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Research article

First published 2025-12

Surface quality predictive model for ultraprecision fly-cutting based on an integrated hybrid CNN-LSTM

Adeel Shehzad, Xiaoting Rui, Yuanyuan Ding [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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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 2025-7

Improved deep learning intrusion detection model based on GAN data enhancement

Li Shuangyuan, Li Qichang, Li Mengfan [...]

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

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