Application of the EMD method in the vibration analysis of ball bearings

Mechanical Systems and Signal Processing

Volumn 21, Issue 6, 2007, Pages 2634-2644

  Du, Qiuhua ^a   Yang, Shunian ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Ball bearings; Empirical mode decomposition; Intrinsic mode function; Local mean operator; The average mean; The wavelet decomposition; Vibration analysis

Indexed keywords

SIGNAL PROCESSING; VIBRATION ANALYSIS; WAVELET DECOMPOSITION;

EMPIRICAL MODE DECOMPOSITION; INTRINSIC MODE FUNCTION; LOCAL MEAN OPERATOR;

BALL BEARINGS;

EID: 34249718434     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2007.01.006     Document Type: Article

References (11)

1. Tandon N., and Nakra B.C. Vibration and acoustic monitoring techniques for the detection of defects in rolling element bearings-a review. Shock Vibration Digest 24 3 (1992) 3-11
2. Tandon N., and Choudhury A. A review of vibration and acoustic measurement methods for the diction of defects in rolling element bearing. Tribology International 32 (1999) 469-480
3. Huang N.E., et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proceedings of the Royal Society of London A 454 (1998) 903-995
4. Huang N.E., Shen Z., and Long S.R. A new view of nonlinear water waves: the Hilbert spectrum. Annual Review of Fluid Mechanics 31 (1999) 417-457
5. Huang N.E., Wu M.-L.c., and Long S.R. A confidence limit for the empirical mode decomposition and the Hilbert spectral analysis. Proceedings of the Royal Society of London A 459 (2003) 2317-2345
6. Du Q., and Yang S. Improvement of the EMD method and applications in defect diagnosis of ball bearings. Measurement Science & Technology 17 (2006) 2355-2361
7. Bal'mont V.B., Varlamov E.B., and Gorelik I.G. Structural vibration of ball bearing. Sovient Machine Science 1 (1987) 82-88
8. Su Y.T., Lin M.H., and Lee M.S. The effects of surface irregularities on roller bearing vibrations. Journal of Sound and Vibration 165 3 (1993) 455-464
9. Datta J., and Farhang K. A nonlinear model for structural vibrations in rolling element bearings: Part I-Derivation of governing equations. Journal of Tribology 119 (1997) 126-131
10. Yiakopoulos C.T., and Antoniadis I.A. Wavelet based demodulation of vibration signals generated by defects in rolling element bearings. Shock and Vibration 9 (2002) 293-306
11. McFaddent P.D., and Smith J.D. Model for the vibration produced by a single point defect in a rolling element bearing. Journal of Sound and Vibration 98 (1985) 263-273