A Sparsity-Promoted Decomposition for Compressed Fault Diagnosis of Roller Bearings

The traditional approaches for condition monitoring of roller bearings are almost always achieved under Shannon sampling theorem conditions, leading to a big-data problem. The compressed sensing (CS) theory provides a new solution to the big-data problem. However, the vibration signals are insuffici...

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Bibliographic Details
Main Authors: Huaqing Wang, Yanliang Ke, Liuyang Song, Gang Tang, Peng Chen
Format: Article
Language:English
Published: MDPI AG 2016-09-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/16/9/1524