A graph neural network-based bearing fault detection method

Abstract Bearings are very important components in mechanical equipment, and detecting bearing failures helps ensure healthy operation of mechanical equipment and can prevent catastrophic accidents. Most of the well-established detection methods do not take into account the correlation between signa...

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Bibliographic Details
Main Authors: Lu Xiao, Xiaoxin Yang, Xiaodong Yang
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-32369-y