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Research article

First published 2022-02-02

Intelligent fault diagnosis using image representation of multi-domain features

Yulong Zhang, Chaofei Zhang, Jian Tan [...]

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

Open access

Research article

First published 2024-9

Lightweight intelligent fault diagnosis method based on a multi-stage pruning distillation interleaving network

Linlin Ren, Xiaoming Li, Hongbo Ma [...]

Advances in Mechanical Engineering

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Research article

First published 2026

A novel multi-source domain adversarial graph convolutional framework for open-set cross-domain intelligent fault diagnosis

Shuai Zhao, Hamid Reza Karimi, Yue Yu

Structural Health Monitoring

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Research article

First published 2020-1

A novel feature selection method to boost variable predictive model–based class discrimination performance and its application to intelligent multi-fault diagnosis

Songrong Luo, Wenxian Yang, Hongbin Tang

Measurement and Control

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Research article

First published 2024

A multi-representation transfer adversarial network for intelligent fault diagnosis of rotating machinery

Hongfei Zhang, Daoming She, Hu Wang [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2023-7

Intelligent diagnosis method of bearing fault based on ICEEMDAN and Ghost-IRCNN

Xueyan Zou, Deqiang He, Zhenzhen Jin [...]

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

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Research article

First published 2021-08-11

Multi-scale deep coupling convolutional neural network with heterogeneous sensor data for intelligent fault diagnosis

Jinghui Tian, Dongying Han, Lifeng Xiao [...]

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

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Research article

First published 2023-1

Intelligent fault diagnosis of rotating machinery using composite multivariate-based multi-scale symbolic dynamic entropy with multi-source monitoring data

Yu Wei, Xianzhi Wang, Yuanbo Xu [...]

Structural Health Monitoring

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Research article

First published 2026-2

A novel intelligent bearing fault diagnosis method based on VMD denoising and dual-branch multi-modal feature fusion

Youjia Li, Zhongwei Zhang, Zonghao Jiao [...]

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

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Research article

First published 2025-5

IGFT-MHCNN: An intelligent diagnostic model for motor compound faults based decoupling and denoising of multi-source vibration signals

Xiaoyun Gong, Zeheng Zhi, Yiyuan Gao [...]

Journal of Vibration and Control

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