Cross-Machine Fault Diagnosis with Semi-Supervised Discriminative Adversarial Domain Adaptation

Bearings are ubiquitous in rotating machinery and bearings in good working conditions are essential for the availability and safety of the machine. Various intelligent fault diagnosis models have been widely studied aiming to prevent system failures. These data-driven fault diagnosis models work wel...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Xiaodong Wang, Feng Liu, Dongdong Zhao
Format:	Article
Language:	English
Published:	MDPI AG 2020-07-01
Subjects:	semi-supervised domain adaptation cross-machine fault diagnosis discriminability
Online Access:	https://www.mdpi.com/1424-8220/20/13/3753