A Target Domain-Specific Classifier Weight Partial Transfer Adversarial Network for Bearing Fault Diagnosis

A Target Domain-Specific Classifier Weight Partial Transfer Adversarial Network for Bearing Fault Diagnosis

In actual industry applications, the failure categories of practical equipment are usually a subset of laboratory conditions failure categories. Due to the strict constraints, partial transfer learning can address a more practical diagnostic scenario. In view of this, this paper proposes a target do...

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Bibliographic Details
Main Authors: Yin Bai, Xiangdong Hu, Kai Zheng, Yunnong Chen, Yi Tang
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Mathematics
Subjects:
domain-specific classifier
weight partial transfer adversarial network
bearing fault diagnosis
transfer learning
Online Access:https://www.mdpi.com/2227-7390/13/2/248
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