Deep Learning With Emerging New Labels for Fault Diagnosis

When recognizing conditions such as mechanical faults, the operating data samples each have a label indicating the sample type, whether normal or a known fault category. However, the class label set of the test data is the same as that in the training set, which means that samples having an unexpect...

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Bibliographic Details
Main Authors: Shaohui Zhang, Man Wang, Weihua Li, Jiesi Luo, Zusheng Lin
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8579623/