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A New Method for Bearing Fault Diagnosis across Machines Based on Envelope Spectrum and Conditional Metric Learning

In recent years, most research on bearing fault diagnosis has assumed that the source domain and target domain data come from the same machine. The differences in equipment lead to a decrease in diagnostic accuracy. To address this issue, unsupervised domain adaptation techniques have been introduce...

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Hlavní autoři: Xu Yang, Junfeng Yang, Yupeng Jin, Zhongchao Liu
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2024-04-01
Edice:Sensors
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On-line přístup:https://www.mdpi.com/1424-8220/24/9/2674
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