Rolling Bearing Fault Detection Based on Self-Adaptive Wasserstein Dual Generative Adversarial Networks and Feature Fusion under Small Sample Conditions

An intelligent diagnosis method based on self-adaptive Wasserstein dual generative adversarial networks and feature fusion is proposed due to problems such as insufficient sample size and incomplete fault feature extraction, ... | Find, read and cite all the research you need on Tech Science Press

Authors

Publication Details

Journal
Structural durability & health monitoring
Published
2025-01-01
DOI
https://doi.org/10.32604/sdhm.2025.060596
Citations
3
Primary Topic
Gear and Bearing Dynamics Analysis
Type
article
Field-Weighted Citation Impact
2.14

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article

Rolling Bearing Fault Detection Based on Self-Adaptive Wasserstein Dual Generative Adversarial Networks and Feature Fusion under Small Sample Conditions

Zhuopei Wei, Qiang Ma, Zepeng Li, Kai Yang et al.
3 citations
Structural durability & health monitoring
Gear and Bearing Dynamics Analysis
2.14
article

Rolling Bearing Fault Detection Based on Self-Adaptive Wasserstein Dual Generative Adversarial Networks and Feature Fusion under Small Sample Conditions

Zhuopei Wei, Qiang Ma, Zepeng Li, Kai Yang, Long Tian
article en
3 citations

Abstract

An intelligent diagnosis method based on self-adaptive Wasserstein dual generative adversarial networks and feature fusion is proposed due to problems such as insufficient sample size and incomplete fault feature extraction, ... | Find, read and cite all the research you need on Tech Science Press

Structural durability & health monitoringVol. 19(4)
National Natural Science Foundation of China
Climate action
Openalex Percentile: Top 15%
Gear and Bearing Dynamics Analysis
2.14
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