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Research article

First published 2021-7

Misfire detection of diesel engine based on convolutional neural networks

Pan Zhang, Wenzhi Gao, Yong Li [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2024-7

A fault source localization method for aircraft engine casing with dual-sensors based on acoustic emission

Tong Liu, Shuo Wang, Yucheng Jin [...]

Structural Health Monitoring

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Research article

First published 2023-2

Weak feature extraction of rolling element bearing based on self-adaptive blind de-convolution and enhanced envelope spectral

HongChao Wang, WenLiao Du, Haiyi Li [...]

Journal of Vibration and Control

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Research article

First published 2021-2

A novel fusion approach of deep convolution neural network with auto-encoder and its application in planetary gearbox fault diagnosis

Fafa Chen, Lili Liu, Baoping Tang [...]

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

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Research article

First published 2018-9

Evaluation of deep learning approaches based on convolutional neural networks for corrosion detection

Deegan J Atha, Mohammad R Jahanshahi

Structural Health Monitoring

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Research article

First published 2025

IBNOA-DynamicCNN: A novel data mining method based on feature subset selection and multi-feature extraction for improving classification performance

Yixing He, Hongqi Liu, Songping He [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2019-11

Videoscope-based inspection of turbofan engine blades using convolutional neural networks and image processing

Yong-Ho Kim, Jung-Ryul Lee

Structural Health Monitoring

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Research article

First published 2020-1

Raw vibration signal pattern recognition with automatic hyper-parameter-optimized convolutional neural network for bearing fault diagnosis

Heng Li, Qing Zhang, Xianrong Qin [...]

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

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Research article

First published 2023

Few-shot transfer learning method based on meta-learning and graph convolution network for machinery fault diagnosis

Huaqing Wang, Xingwei Tong, Pengxin Wang [...]

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

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Research article

First published 2024-11

A hybrid dynamic adversarial domain adaptation network with multi-channel attention mechanism for rotating machinery unsupervised fault diagnosis under varying operating conditions

Hangbo Duan, Zongyan Cai, Yuanbo Xu

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

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