Application of SVM and SVD Technique Based on EMD to the Fault Diagnosis of the Rotating Machinery

Targeting the characteristics that periodic impulses usually occur whilst the rotating machinery exhibits local faults and the limitations of singular value decomposition (SVD) techniques, the SVD technique based on empirical mode decomposition (EMD) is applied to the fault feature extraction of the...

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Bibliographic Details
Main Authors: Junsheng Cheng, Dejie Yu, Jiashi Tang, Yu Yang
Format: Article
Language:English
Published: Wiley 2009-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.3233/SAV-2009-0457
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