A comparative study on ApEn, SampEn and their fuzzy counterparts in a multiscale framework for feature extraction

Journal of Zhejiang University: Science A

Volumn 11, Issue 4, 2010, Pages 270-279

  Xiong, Guo Liang ^a   Zhang, Long ^b   Liu, He Sheng ^c   Zou, Hui Jun ^b   Guo, Wei Zhong ^b  

^a EAST CHINA JIAOTONG UNIVERSITY   (China)

^b SHANGHAI JIAO TONG UNIVERSITY   (China)

^c SHANGRAO NORMAL UNIVERSITY   (China)

Author keywords

Bearing; Fault diagnosis; Feature extraction; Multiscale entropy; Support vector machines (SVMs)

Indexed keywords

APPROXIMATE ENTROPY; BEARING; BEARING FAULT DIAGNOSIS; CLASSIFICATION PERFORMANCE; COMPARATIVE STUDIES; EXISTING METHOD; FAULT DIAGNOSIS; FUZZY MEMBERSHIP FUNCTION; KEY ISSUES; LINEAR MODEL; MACHINE CONDITION MONITORING; MULTISCALE ENTROPY; MULTISCALE FRAMEWORK; MULTISCALE METHOD; MULTISCALES; NON-LINEAR DYNAMICS; PHYSICAL MEANINGS; SAMPLE ENTROPY; STATISTICAL FEATURES; TIME DOMAIN; UNDERLYING DYNAMICS; VIBRATION SIGNAL;

BEARINGS (STRUCTURAL); CONDITION MONITORING; ENTROPY; FAILURE ANALYSIS; MEMBERSHIP FUNCTIONS; SUPPORT VECTOR MACHINES; TIME SERIES;

FEATURE EXTRACTION;

EID: 77952073671     PISSN: 1673565X     EISSN: 18621775     Source Type: Journal    
DOI: 10.1631/jzus.A0900360     Document Type: Article

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