A rolling bearing fault diagnosis approach based on multiscale entropy

Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences

Volumn 39, Issue 5, 2012, Pages 38-41

  Zheng, Jin De ^a   Cheng, Jun Sheng ^a   Yang, Yu ^a  

^a HUNAN UNIVERSITY   (China)

Author keywords

Complexity; Fault diagnosis; Multiscale entropy; Rolling bearing; Sample entropy

Indexed keywords

COMPLEXITY; DIFFERENT SCALE; EXPERIMENTAL DATA; FAULT CONDITIONS; FEATURE INFORMATION; MULTISCALE ENTROPY; ROLLING BEARINGS; SAMPLE ENTROPY; VIBRATION SIGNAL;

ENTROPY; FAILURE ANALYSIS; FAULT DETECTION; TIME SERIES;

BEARINGS (MACHINE PARTS);

EID: 84863529526     PISSN: 16742974     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. ZI Yan-yang, HE Zheng-jia, ZHANG Zhou-suo. Wavelet fractal technology and its applications to nonstationary fault diagnosis[J]. Journal of Xi'an Jiaotong University, 2000, 34(9): 82-87. (In Chinese)
2. LV Zhi-min, XU Jin-wu, ZHAI Xu-sheng. Fractal dimension and its application in fault diagnosis of rolling bearing[J]. Chinese Journal of Mechanical Engineering, 1999, 2(2): 1-8. (In Chinese)
3. XU Yong-gang, HE Zheng-jia. The comparative study of fractal dimension and approximate entropy for measuring the signal complexity[J]. Journal of Vibration and Shock, 2003, 22(3): 25-27. (In Chinese)
4. SU Wen-sheng, WANG Feng-tao, ZHU Hong, et al. Rolling bearing fault feature extraction based on wavelet packetand sample entropy[J]. Journal of Vibration, Measurement & Diagnosis, 2011, 31(2): 162-166. (In Chinese)
5. PINCUS S M. Approximate entropy as a measure of system complexity[J]. Proc Natl Acad Sci USA, 1991, 88: 2297-2301.
6. BAI Dong-mei. The extraction and analysis of EEG Features[D]. Dalian: College of Electrical and Information Engineering, Dalian University of Technology, 2006. (In Chinese)
7. RICHMAN J S, MOORMAN J R. Physiological time-series analysis using approximate entropy and sample entropy[J]. Am J Physiol Heart Circ Physiol, 2000, 278: H2039-H2049.
8. COSTA M, GOLDBERGER A L, PENG C-K. Multiscale entropy analysis of biological signals[J]. Phys Rev E, 2005, 71: 021906.
9. COSTA M, GOLDBERGER A L, PENG C-K. Multiscale entropy analysis of physiologic time series[J]. Phys Rev Lett, 2002, 89: 062102.
10. QI Zi-yuan, XU Zhang-sui, LU Zhi-cai. Application of approximate entropy in fault diagnosis of engine[J]. Journal of Ordnance Engineering College, 2008, 20(2): 39-42. (In Chinese)