Imbalanced Bearing Fault Diagnosis Based on RFH-GAN and PSA-DRSN

Imbalanced Bearing Fault Diagnosis Based on RFH-GAN and PSA-DRSN

Bearings in actual working environments typically operate in healthy conditions, resulting in an imbalance in the data collected data. The majority of the collected data are related to bearings in healthy conditions, with insufficient data related to faults. This imbalance leads to accuracy and stab...

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Bibliographic Details
Main Authors: Zhidan Zhong, Hao Liu, Wentao Mao, Xinghui Xie, Wenlu Hao, Yunhao Cui
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Fault diagnosis
data imbalance
continuous wavelet transform
generative adversarial network
deep residual systolic network
Online Access:https://ieeexplore.ieee.org/document/10323397/

Internet

https://ieeexplore.ieee.org/document/10323397/

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