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Research article

First published 2022-9

Signals hierarchical feature enhancement method for CNN-based fault diagnosis

Huang Zhang, Shuyou Zhang, Zili Wang [...]

Advances in Mechanical Engineering

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Research article

First published 2026

A novel rolling bearing fault diagnosis method with a tunable spiral spring coupling device for fault feature enhancement

Zhihui Lai, Zhengshun Yan, Shitong Fang [...]

Structural Health Monitoring

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Research article

First published 2014-4

An enhanced stochastic resonance method for weak feature extraction from vibration signals in bearing fault detection

Yaguo Lei, Jing Lin, Dong Han [...]

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

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Research article

First published 2019-03-16

Fault feature extraction of planet gear tooth crack based on impulsive feature enhancement by MOMEDA

Chao Li, Yu Guo, Zhengming Xiao [...]

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

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Review article

First published 2025-12

Method for enhancing fault feature signals of rolling bearings in gas turbine engines

Junhao Zhao, Yundong Sha, Xiaochi Luan [...]

Journal of Vibration and Control

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Research article

First published 2025

Multi-domain feature-enhanced fault diagnosis method for abrasive waterjet cutting head

Shijin Zhang, Ming Chen, Yuqiang Wu [...]

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

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Research article

First published 2026-3

An enhanced deep intelligent model with feature fusion and ensemble learning for the fault diagnosis of rotating machinery

Kejia Zhuang, Bin Deng, Huai Chen [...]

Structural Health Monitoring

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Research article

First published 2025

Digital twin-driven feature enhancement generative adversarial network for rolling bearings fault diagnosis

Zhongding Fan, Xianzeng Liu, Zheng Cao [...]

Structural Health Monitoring

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Research article

First published 2019-06-11

A novel feature extraction algorithm for bearing fault diagnosis based on enhanced symbolic aggregate approximation

Yulong Zhang, Yisu Zhou, Menglan Duan [...]

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

Open access

Research article

First published 2015-12

Planetary gearbox fault feature enhancement based on combined adaptive filter method

Shuangshu Tian, Zheng Qian

Advances in Mechanical Engineering

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