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Research article

First published 2021

An evaluation method of conditional deep convolutional generative adversarial networks for mechanical fault diagnosis

Jia Luo, Jinying Huang, Jiancheng Ma [...]

Journal of Vibration and Control

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Research article

First published 2025-11

Intelligent fault diagnosis of hoisting systems under complex working conditions using deep graph convolutional generative adversarial networks with limited data

Yang Li, Xiangyin Meng, Feiyun Xu [...]

Structural Health Monitoring

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Research article

First published 2024-4

Application of self-attention conditional deep convolutional generative adversarial networks in the fault diagnosis of planetary gearboxes

Jia Luo, Jingying Huang, Jiancheng Ma [...]

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

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Research article

First published 2026

Numerical simulation-aided deep convolutional transfer learning networks to reliable detect bearing faults under varying working conditions

Pan Su, Yunxia Lou, Shuhui Wang [...]

Journal of Vibration and Control

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Research article

First published 2023-11

Machine tool chattering monitoring by Chen-Lee chaotic system-based deep convolutional generative adversarial nets

Ping-Huan Kuo, Po-Chien Luan, Yung-Ruen Tseng [...]

Structural Health Monitoring

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Review article

First published 2026-1

Research progress on bearing fault diagnosis with deep learning methods for rolling element bearings

Samruddhi Patel, Sanjay Patel

Noise & Vibration Worldwide

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Research article

First published 2021-09-15

Imbalanced data enhancement method based on improved DCGAN and its application

Lijun Zhang, Lixiang Duan, Xiaocui Hong [...]

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

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Research article

First published 2026-2

Cross working conditions manufacturing process monitoring using deep convolutional adversarial discriminative domain adaptation network

Bohao Li, Hongxing Liu, Ning Ma [...]

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

Open access

Research article

First published 2025

Damage detection in mooring systems of floating offshore wind turbines using semi-supervised GAN with image-transformed limited labelled data

Pranjal Tamuly, Vincenzo Nava

Advances in Structural Engineering

Open access

Research article

First published 2021-4

Identification of cucumber leaf diseases using deep learning and small sample size for agricultural Internet of Things

Jingyao Zhang, Yuan Rao, Chao Man [...]

International Journal of Distributed Sensor Networks

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