A Domain Adaptation Meta-Relation Network for Knowledge Transfer from Human-Induced Faults to Natural Faults in Bearing Fault Diagnosis

A Domain Adaptation Meta-Relation Network for Knowledge Transfer from Human-Induced Faults to Natural Faults in Bearing Fault Diagnosis

Intelligent fault diagnosis of bearings is crucial to the safe operation and productivity of mechanical equipment, but it still faces the challenge of difficulty in acquiring real fault data in practical applications. Therefore, this paper proposes a domain adaptive meta-relation network (DAMRN) to...

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Bibliographic Details
Main Authors: Dong Sun, Xudong Yang, Hai Yang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
intelligent fault diagnosis
knowledge transfer
human-induced faults
natural faults
domain adaptation
Online Access:https://www.mdpi.com/1424-8220/25/7/2254
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