Cross-Domain Fault Diagnosis Using Knowledge Transfer Strategy: A Review

Cross-Domain Fault Diagnosis Using Knowledge Transfer Strategy: A Review

Data-driven fault diagnosis has been a hot topic in recent years with the development of machine learning techniques. However, the prerequisite that the training data and the test data should follow an identical distribution prevents the conventional data-driven diagnosis methods from being applied...

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Bibliographic Details
Main Authors: Huailiang Zheng, Rixin Wang, Yuantao Yang, Jiancheng Yin, Yongbo Li, Yuqing Li, Minqiang Xu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Cross-domain
domain adaptation
fault diagnosis
review
transfer learning
Online Access:https://ieeexplore.ieee.org/document/8826442/

Internet

https://ieeexplore.ieee.org/document/8826442/

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