Noise reduction in feature level and its application in rolling element bearing fault diagnosis

Vibration analysis is an effective way to accurately diagnose bearing faults, because it carries abundant information regarding mechanical health conditions. However, noise interference makes the features, extracted from vibration signals at different time periods, show randomness fluctuation that w...

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Bibliographic Details
Main Authors: Fan Jiang, Zhencai Zhu, Wei Li, Gongbo Zhou, Shixiong Xia
Format: Article
Language:English
Published: SAGE Publishing 2018-03-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814018764820