Comparison between vibration and stator current analysis for the detection of bearing faults in asynchronous drives

IET Electric Power Applications

Volumn 4, Issue 2, 2010, Pages 90-100

  Trajin, B ^a   Regnier, J ^a   Faucher, J ^a  

^a Laboratoire Plasma et Conversion d'Energie   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ASYNCHRONOUS DRIVES; AUTOMATIC DETECTOR; BEARING FAULT DETECTION; ELECTRICAL QUANTITIES; GLOBAL INDICATORS; LOAD TORQUE OSCILLATIONS; MONITORING PURPOSE; PROCESSING METHOD;

DETECTORS; EXTRACTION; PHASE MODULATION; SIGNAL PROCESSING; SPECTRUM ANALYSIS; STATORS; TORQUE MEASUREMENT; VIBRATION MEASUREMENT;

BEARINGS (MACHINE PARTS);

EID: 79954476373     PISSN: 17518660     EISSN: 17518679     Source Type: Journal    
DOI: 10.1049/iet-epa.2009.0040     Document Type: Article

References (26)

1. TAVNER P.J., RAN L., PENMAN J., SEDDING H.: 'Condition monitoring of rotating machines' (The Institution of Engineering and Technology, London, 2008, 2nd edn.)
2. RAISON B., ROSTAING G., BUTSCHER O., MARONI C.S.: 'Investigations of algorithms for bearing fault detection in induction drives'. Proc. IEEE Conf. Industrial Electronics Society, November 2002, vol. 2, pp. 1696-1701
3. MCINERNY S.A., DAI Y.: 'Basic vibration signal processing for bearing fault detection', IEEE Trans. Educ., 2003, 46, (1), pp. 149-156
4. NANDI S., TOLIYAT H.A.: 'Condition monitoring and fault diagnosis of electrical machines-a review', IEEE Trans. Energy Convers., 2005, 20, (4), pp. 719-729
5. STACK J.R., HABETLER T.G., HARLEY R.G.: 'Fault classification and fault signature production for rolling element bearings in electric machines', IEEE Trans. Ind. Appl., 2004, 40, (3), pp. 735-739
6. LI W.D., MECHEFSKE C.K.: 'Detection of induction motor faults: a comparison of stator current, vibration and acoustic methods', J. Vib. Control, 2006, 12, (2), pp. 165-188
7. SCHOEN R.R., HABETLER T.G., KAMRAN F., BARTHELD R.G.: 'Motor bearing damage detection using stator current monitoring', IEEE Trans. Ind. Appl., 1995, 31, (6), pp. 1274-1279
8. BLODT M., GRANJON P., RAISON B., ROSTAING G.: 'Models for bearing damage detection in induction motors using stator current monitoring'. Proc. IEEE Int. Symp. on Industrial Electronics, May 2004, vol. 1, pp. 383-388
9. JUNG J.H., LEE J.J., KWON B.H.: 'Online diagnosis of induction motors using MCSA', IEEE Trans. Ind. Electron., 2006, 53, (6), pp. 1842-1852
10. GUYER R.A.: 'Rolling bearings handbook and troubleshooting guide' (Chilton Book Company, Radnor, Pennsylvania, 1996)
11. HARRIS T.A.: 'Rolling bearing analysis' (Wiley, New York,1991, 3rd edn.)
12. OHTA H., KOBAYASHI K.: 'Vibrations of hybrid ceramic ball bearings', J. Sound Vib., 1996, 192, pp. 481-493
13. DEN HARTOG J.P.: 'Mechanical vibrations' (Dover Books on Engineering, Dover Publications, New York, 1985), pp. 165-167
14. BOLAERS F., COUSINARD O., MARCONNET P., RASOLOFONDRAIBE L.:'Advanced detection of rolling bearing spalling from de-noising vibratory signals', Control Eng. Pract., 2004, 12, pp. 181-190
15. FLANDRIN P.: 'Time-frequency/time-scale analysis'(Academic Press, San Diego, 1999)
16. RAI V.K., MOHANTY A.R.: 'Bearing fault diagnosis using FFT of intrinsic mode functions in Hilbert Huang transform', J. Mech. Syst. Signal Process., 2007, 21, (6),pp. 2607-2615
17. BOGER B.P., HEALY M.J.R., TUKEY J.W.: 'The quefrency analysis of time series for echoes: cepstrum, pseudoautocovariance, cross-cepstrum and saphe cracking'. Proc. Symp. Time Series Analysis, 1963, pp. 209-243
18. MALLAT S.: 'A wavelet tour of signal processing' (Academic Press, San Diego, 1998)
19. EREN L., DEVANEY M.J.: 'Bearing damage detection via wavelet packet decomposition of the stator current', IEEE Trans. Instrum. Meas., 2004, 53, (2), pp. 431-436
20. RUBINI R., MENEGHETTI U.: 'Application of the envelope and wavelet transform analyses for the diagnosis of incipient faults in ball bearings', J. Mech. Syst. Signal Process., 2001, 15, (2), pp. 287-302
21. DORRELL D.G., THOMSON W.T., ROACH S.: 'Analysis of airgap flux, current, and vibration signals as a function of the combination of static and dynamic airgap eccentricity in 3-phase induction motors', IEEE Trans. Ind. Appl., 1997,33, (1), pp. 24-34
22. BLODT M., CHABERT M., REGNIER J., FAUCHER J.: 'Mechanical load fault detection in induction motors by stator current time-frequency analysis', IEEE Trans. Ind. Appl., 2006, 42, (6), pp. 1454-1463
23. SCHOEN R.R., HABETLER T.G.: 'Effects of time-varying loads on rotor fault detection in induction machines', IEEE Trans. Ind. Appl., 1995, 31, (4), pp. 900-906
24. TRAJIN B., REGNIER J., FAUCHER J.: 'Bearing fault indicator in induction machine using stator current spectral analysis'. Proc. Power Electronics Machine and Drives Conf., April 2008, pp. 592-596
25. NANDI S., AHMED S., TOLIYAT H.A.: 'Detection of rotor slot and other eccentricity related harmonics in a three phase induction motor with different rotor cages', IEEE Trans. Energy Conver., 2001, 16, (3), pp. 253-260
26. PONCELAS O., ROSERO J.A., CUSIDO J., ORTEGA J.A., ROMERAL L.: 'Design and application of Rogowski coil current sensor without integrator for fault detection in induction motors'.Proc. IEEE Int. Symp. on Industrial Electronics, July 2008,pp. 558-563