Intelligent identification of incipient rolling bearing faults based on VMD and PCA-SVM

Rolling bearings are the key components of rotating machinery. Incipient fault diagnosis of bearing plays an increasingly important role in guaranteeing normal and safe operation of rotating machinery. However, because of the high complexity of the fault feature extraction, the incipient faults of r...

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Bibliographic Details
Main Authors: Linfeng Deng, Aihua Zhang, Rongzhen Zhao
Format: Article
Language:English
Published: SAGE Publishing 2022-01-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/16878140211072990