Domain Adaptation Network with Double Adversarial Mechanism for Intelligent Fault Diagnosis

Domain Adaptation Network with Double Adversarial Mechanism for Intelligent Fault Diagnosis

Due to the mechanical equipment working under variable speed and load for a long time, the distribution of samples is different (domain shift). The general intelligent fault diagnosis method has a good diagnostic effect only on samples with the same sample distribution, but cannot correctly predict...

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Bibliographic Details
Main Authors: Kun Xu, Shunming Li, Ranran Li, Jiantao Lu, Xianglian Li, Mengjie Zeng
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Applied Sciences
Subjects:
fault diagnosis
domain adaptation
variable speed
adversarial mechanism
Wasserstein distance
Online Access:https://www.mdpi.com/2076-3417/11/17/7983

Internet

https://www.mdpi.com/2076-3417/11/17/7983

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