Triplet Loss Guided Adversarial Domain Adaptation for Bearing Fault Diagnosis

Recently, deep learning methods are becomingincreasingly popular in the field of fault diagnosis and achieve great success. However, since the rotation speeds and load conditions of rotating machines are subject to change during operations, the distribution of labeled training dataset for intelligen...

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Bibliographic Details
Main Authors: Xiaodong Wang, Feng Liu
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/1/320