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Research article

First published 2023-08-01

Aero-engine residual life prediction based on time-series residual neural networks

Ping Yu, Haotian Wang, Jie Cao

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

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Research article

First published 2025-2

Remaining useful life prediction for multi-sensor mechanical equipment based on self-attention mechanism network incorporating spatio-temporal convolution

Xu Yang, Lin Tang, Jian Huang

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

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Research article

First published 2024-11

Intelligent fault diagnosis of storage stacking machinery under variable working conditions using attention-based adaptive multimodal feature fusion networks

Xiangyin Meng, Yang Li, Xinxin Xie [...]

Structural Health Monitoring

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Research article

First published 2026-3

Enhancing fault diagnosis with a hybrid attention mechanism and spatio-temporal feature mining model using small sample data

Zhicheng He, Gang Tan, Enlin Zhou [...]

Structural Health Monitoring

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Research article

First published 2025-1

An integrated deep neural network model combining 1D CNN and LSTM for structural health monitoring utilizing multisensor time-series data

Mohammadreza Ahmadzadeh, Seyed Mehdi Zahrai, Maryam Bitaraf

Structural Health Monitoring

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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 2024-7

Multiple Distilling-based spatial-temporal attention networks for unsupervised human action recognition

Cheng Zhang, Jianqi Zhong, Wenming Cao [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2024-6

A novel two-stream multi-head self-attention convolutional neural network for bearing fault diagnosis

Hang Ren, Shaogang Liu, Fengmei Wei [...]

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

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Research article

First published 2023-6

Cutting tool wear monitoring in milling processes by integrating deep residual convolution network and gated recurrent unit with an attention mechanism

Qiwen Wu, Xueliang Zhou, Xiaoming Pan

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

Open access

Research article

First published 2022

Recognize highly similar sewing gestures by the robot

Sijie Yang, Xiaohua Wang, Wenjie Wang

Journal of Engineered Fibers and Fabrics

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