Adaptive Diagnosis Method Based on Gearbox Unbalanced Fault Data

Adaptive Diagnosis Method Based on Gearbox Unbalanced Fault Data

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The existing intelligent fault diagnosis methods face challenges, such as model training relying on a large amount of labeled data, difficulty in obtaining fault data with different occurrence probabilities, and insufficient consideration of the impact of operating conditions. To address these chall...

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Bibliographic Details
Main Authors: Tian Juan, Xie Gang, Zhang Shun, Wang Yufei
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2024-01-01
Series:Jixie chuandong
Subjects:
Fault diagnosis
Inter-class and intra-class imbalances
Gated local connection network Attention parallel mechanism
Focal loss
Online Access:http://www.jxcd.net.cn/thesisDetails?columnId=75892667&Fpath=home&index=0
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