Precise measurement of defect width in tapered roller bearing using vibration signal

Measurement: Journal of the International Measurement Confederation

Volumn 55, Issue , 2014, Pages 39-50

  Jena, D P ^a   Panigrahi, S N ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY BHUBANESWAR   (India)

Author keywords

Bearing defect; Condition monitoring; Continuous Wavelet Transform (CWT); Ridge spectrum; Un decimated Wavelet Transform (UWT)

Indexed keywords

CONDITION MONITORING; DEFECTS; SIGNAL PROCESSING; TAPERED ROLLER BEARINGS;

BEARING DEFECT; CONTINUOUS WAVELET TRANSFORMS; EXPERIMENTAL INVESTIGATIONS; PRECISE MEASUREMENTS; RIDGE SPECTRUM; ROBUST SIGNAL PROCESSING; TIME FREQUENCY ANALYSIS; UN-DECIMATED WAVELET TRANSFORM (UWT);

WAVELET TRANSFORMS;

EID: 84901397776     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2014.04.023     Document Type: Article

References (22)

1. J. Shiroishi, Y. Li, S. Liang, T. Kurfess, and S. Danyluk Bearing condition diagnostics via vibration and acoustic emission measurements Mech. Syst. Signal Pr. 11 1997 693 705 (Pubitemid 127402814)
2. N. Tandon, and A. Choudhury A review of vibration and acoustic measurement methods for the detection of defects in rolling element bearings Tribol. Int. 32 1999 469 480 (Pubitemid 30550533)
3. N.G. Nikolaou, and I.A. Antoniadis Demodulation of vibration signals generated by defects in rolling element bearings using complex shifted Morlet wavelets Mech. Syst. Signal Pr. 16 2002 677 694
4. Yuh-Tay Sheen A complex filter for vibration signal demodulation in bearing defect diagnosis J. Sound Vibrat. 276 2004 105 119
5. R. Ma, and Y. Chen Research on the dynamic mechanism of the gear system with local crack and spalling failure Eng. Fail. Anal. 26 2012 12 20
6. Z. Chen, and Y. Shao Dynamic simulation of spur gear with tooth root crack propagating along tooth width and crack depth Eng. Fail. Anal. 18 2011 2149 2164
7. M. Elforjani, and D. Mba Natural mechanical degradation measurements in slow speed bearings Eng. Fail. Anal. 16 2009 521 532
8. A.M. Al-Ghamd, and D. Mba A comparative experimental study on the use of acoustic emission and vibration analysis for bearing defect identification and estimation of defect size Mech. Syst. Signal Pr. 20 2006 1537 1571
9. M. Elforjani, and D. Mba Accelerated natural fault diagnosis in slow speed bearings with Acoustic Emission Eng. Fract. Mech. 77 2010 112 127
10. M.S. Patil, J. Mathew, P.K. Rajendrakumar, and S. Desai A theoretical model to predict the effect of localized defect on vibrations associated with ball bearing Int. J. Mech. Sci. 52 2010 1193 1201
11. N. Sawalhi, and R.B. Randall Simulating gear and bearing interactions in the presence of faults: Part II: Simulation of the vibrations produced by extended bearing faults Mech. Syst. Signal Pr. 22 2008 1952 1966
12. N. Sawalhi, and R.B. Randall Vibration response of spalled rolling element bearings: observations, simulations and signal processing techniques to track the spall size Mech. Syst. Signal Pr. 25 2011 846 870
13. Rajesh Kumar, and Manpreet Singh Outer race defect width measurement in taper roller bearing using discrete wavelet transform of vibration signal Measurement 46 2013 1115 1124
14. Hamid Khorrami, and Majid Moavenian A comparative study of DWT, CWT and DCT transformations in ECG arrhythmias classification Expert Syst. Appl. 37 2010 5751 5757
15. S. Mallat A wavelet tour of signal processing First ed. 2009 Academic Press
16. X. An, D. Jiang, C. Liu, and M. Zhao Wind farm power prediction based on wavelet decomposition and chaotic time series Expert Syst. Appl. 38 2011 11280 11285
17. J. Kim, D.E. Welcome, R.G. Dong, W.J. Song, and C. Hayden Time-frequency characterization of hand-transmitted, impulsive vibrations using analytic wavelet transform J. Sound Vibrat. 308 2007 98 111 (Pubitemid 47404575)
18. J.D. Wu, and J.C. Chen Continuous wavelet transform technique for fault signal diagnosis of internal combustion engines NDT&E Int. 39 2006 304 311
19. P.K. Kankar, S.C. Sharma, and S.P. Harsha Fault diagnosis of ball bearings using continuous wavelet transform Appl. Soft Comput. 11 2011 2300 2312
20. J.I. Taylor, The Vibration Analysis Hand Book, second ed., VCI, 2003
21. J.P. Dron, F. Bolaers, and L. Rasolofondraibe Improvement of the sensitivityof the scalar indicators (crest factor, kurtosis) using a de-noising method by spectral subtraction: application to the detection of defects in ball bearings J. Sound Vibrat. 270 2004 61 73
22. I. Daubechies The wavelet transform, time-frequency localization and signal analysis IEEE Trans. Inf. Theory 36 1990 961 1005 (Pubitemid 20738359)