A systematic study of ball passing frequencies based on dynamic modeling of rolling ball bearings with localized surface defects

Journal of Sound and Vibration

Volumn 357, Issue , 2015, Pages 207-232

  Niu, Linkai ^a   Cao, Hongrui ^a   He, Zhengjia ^a   Li, Yamin ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Ball passing frequency; Dynamic model; Fault diagnosis; Rolling ball bearing

Indexed keywords

BALL BEARINGS; CONDITION MONITORING; CONTACT ANGLE; DYNAMIC MODELS; FAILURE ANALYSIS; FAULT DETECTION; FRICTION; SKIDDING; SURFACE DEFECTS;

BALL PASSING FREQUENCY; FRICTION COEFFICIENTS; IMPORTANT FEATURES; KINEMATICS EQUATION; MOTION CHARACTERISTICS; PARAMETRIC INVESTIGATIONS; ROLLING BALL BEARINGS; THREE-DIMENSIONAL MOTION;

ROLLER BEARINGS;

EID: 84940896108     PISSN: 0022460X     EISSN: 10958568     Source Type: Journal    
DOI: 10.1016/j.jsv.2015.08.002     Document Type: Article

References (60)

1. R. Yan, R.X. Gao, and X. Chen Wavelets for fault diagnosis of rotary machines: a review with applications Signal Processing 96 2014 1 15
2. S. Wang, W. Huang, and Z.K. Zhu Transient modeling and parameter identification based on wavelet and correlation filtering for rotating machine fault diagnosis Mechanical Systems and Signal Processing 25 4 2011 1299 1320
3. H. Sun, Z. He, Y. Zi, J. Yuan, X. Wang, J. Chen, and S. He Multiwavelet transform and its applications in mechanical fault diagnosis - a review Mechanical Systems and Signal Processing 43 1-2 2014 1 24
4. C. Zhang, B. Li, B. Chen, H. Cao, Y. Zi, and Z. He Periodic impulsive fault feature extraction of rotating machinery using dual-tree rational dilation complex wavelet transform Journal of Manufacturing Science and Engineering 136 5 2014 051011
5. R. Yan, and R.X. Gao Rotary machine health diagnosis based on empirical mode decomposition Journal of Vibration and Acoustics 130 2 2008 021007
6. J. Antoni Cyclostationarity by examples Mechanical Systems and Signal Processing 23 4 2009 987 1036
7. J. Antoni The spectral kurtosis: a useful tool for characterising non-stationary signals Mechanical Systems and Signal Processing 20 2 2006 282 307
8. J. Antoni, and R.B. Randall The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines Mechanical Systems and Signal Processing 20 2 2006 308 331
9. Z. Feng, M.J. Zuo, R. Hao, F. Chu, and J. Lee Ensemble empirical mode decomposition-based teager energy spectrum for bearing fault diagnosis Journal of Vibration and Acoustics 135 3 2013 031013
10. J. Li, X. Chen, Z. Du, Z. Fang, and Z. He A new noise-controlled second-order enhanced stochastic resonance method with its application in wind turbine drivetrain fault diagnosis Renewable Energy 60 2013 7 19
11. R.B. Randall, and J. Antoni Rolling element bearing diagnostics - a tutorial Mechanical Systems and Signal Processing 25 2 2011 485 520
12. P.D. McFadden, and J.D. Smith Model for the vibration produced by a single point defect in a rolling element bearing Journal of Sound and Vibration 96 1 1984 69 82
13. P.D. McFadden, and J.D. Smith The vibration produced by multiple point defects in a rolling element bearing Journal of Sound and Vibration 98 2 1985 263 273
14. N. Tandon, and A. Choudhury An analytical model for the prediction of the vibration response of rolling element bearings due to a localized defect Journal of Sound and Vibration 205 3 1997 275 292
15. A. Choudhury, and N. Tandon Vibration response of rolling element bearings in a rotor bearing system to a local defect under radial load Journal of Tribology 128 2 2006 252 261
16. J.R. Stack, T.G. Habetler, and R.G. Harley Fault-signature modeling and detection of inner-race bearing faults IEEE Transactions on Industry Applications 42 1 2006 61 68
17. F. Cong, J. Chen, G. Dong, and Michael Pecht Vibration model of rolling element bearings in a rotor-bearing system for fault diagnosis Journal of Sound and Vibration 332 8 2013 2081 2097
18. H. Cao, L. Niu, and Z. He Method for vibration response simulation and sensor placement optimization of a machine tool spindle system with a bearing defect Sensors 12 7 2012 8732 8754
19. T.A. Harris, and M.N. Kotzalas Rolling Bearing Analysis: Advanced Concepts of Bearing Technology 2007 Taylor & Francis Boca Raton
20. D. Ho, and R.B. Randall Optimisation of bearing diagnostic techniques using simulated and actual bearing fault signals Mechanical Systems and Signal Processing 14 5 2000 763 788
21. J. Antoni, and R.B. Randall Differential diagnosis of gear and bearing faults Journal of Vibration and Acoustics 124 2 2002 165 171
22. J. Antoni, and R.B. Randall A stochastic model for simulation and diagnostics of rolling element bearings with localized faults Journal of Vibration and Acoustics 125 3 2003 282 289
23. N. Sawalhi, and R.B. Randall Simulating gear and bearing interactions in the presence of faults. Part I. The combined gear bearing dynamic model and the simulation of localised bearing faults Mechanical Systems and Signal Processing 22 8 2008 1924 1951
24. 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 Mechanical Systems and Signal Processing 22 8 2008 1952 1966
25. D. Brie Modelling of the spalled rolling element bearing vibration signal: an overview and some new results Mechanical Systems and Signal Processing 14 3 2000 353 369
26. P.K. Gupta Advanced Dynamic of Rolling Elements 1984 Springer-Verlag New York, NY
27. A.B. Jones A general theory of elastically constrained ball and radial roller bearings under arbitrary load and speed conditions Journal of Fluids Engineering 82 2 1960 309 320
28. G. Jang, and S.W. Jeong Vibration analysis of a rotating system due to the effect of ball bearing waviness Journal of Sound and Vibration 269 3-5 2004 709 726
29. C. Bai, and Q. Xu Dynamic model of ball bearings with internal clearance and waviness Journal of Sound and Vibration 294 1-2 2006 23 48
30. S. Singh, U. Köpke, C. Howard, and D. Petersen Analyses of contact forces and vibration response for a defective rolling element bearing using an explicit dynamics finite element model Journal of Sound and Vibration 333 2014 5356 5377
31. D. Petersen, C. Howard, and Z. Prime Varying stiffness and load distributions in defective ball bearings: analytical formulation and application to defect size estimation Journal of Sound and Vibration 337 2015 284 300
32. D. Petersen, C. Howard, N. Sawalhi, and A. Moazen Ahmadi Analysis of bearing stiffness variations, contact forces and vibrations in radially loaded double row rolling element bearings with raceway defects Mechanical Systems and Signal Processing 50-51 2015 139 160
33. A. Moazen Ahmadi, D. Petersen, and C. Howard A nonlinear dynamic vibration model of defective bearings - the importance of modelling the finite size of rolling elements Mechanical Systems and Signal Processing 52-53 2015 309 326
34. G. Kogan, R. Klein, A. Kushnirsky, and J. Bortman Toward a 3D dynamic model of a faulty duplex ball bearing Mechanical Systems and Signal Processing 54-55 2015 243 258
35. I. El-Thalji, and E. Jantunen Dynamic modelling of wear evolution in rolling bearings Tribology International 84 2015 90 99
36. S. Khanam, J.K. Dutt, and N. Tandon Impact force based model for bearing local fault identification Journal of Vibration and Acoustics 137 2015 051002
37. J. Liu, Y. Shao, and W.D. Zhu A new model for the relationship between vibration characteristics caused by the time-varying contact stiffness of a deep groove ball bearing and defect sizes Journal of Tribology 137 2015 031101
38. P.K. Gupta Dynamics of rolling-element bearings - Part I: Cylindrical roller bearing analysis Journal of Tribology 101 3 1979 293 302
39. P.K. Gupta Dynamics of rolling-element bearings - Part III: Ball bearing analysis Journal of Tribology 101 3 1979 312 318
40. F. Wang, M. Jing, J. Yi, G. Dong, H. Liu, and B. Ji Dynamic modelling for vibration analysis of a cylindrical roller bearing due to localizes defects on raceways Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics 229 2015 39 64
41. Y. Li, H. Cao, L. Niu, and X. Jin A general method for the dynamic modeling of ball bearing-rotor systems Journal of Manufacturing Science and Engineering 137 2 2014 021016
42. L. Niu, H. Cao, Z. He, and Y. Li Dynamic modeling and vibration response simulation for high speed rolling ball bearings with localized surface defects in raceways Journal of Manufacturing Science and Engineering 136 4 2014 041015
43. T.A. Harris, and M.N. Kotzalas Rolling Bearing Analysis: Essential Concepts of Bearing Technology 2007 Taylor&Francis Boca Raton
44. N. Ghaisas, C.R. Wassgren, and F. Sadeghi Cage instabilities in cylindrical roller bearings Journal of Tribology 126 4 2004 681 689
45. A. Ashtekar, and F. Sadeghi A new approach for including cage flexibility in dynamic bearing models by using combined explicit finite and discrete element methods Journal of Tribology 134 2012 041502
46. N. Weinzapfel, and F. Sadeghi A discrete element approach for modeling cage flexibility in ball bearing dynamics simulations Journal of Tribology 131 2009 021102
47. J. Takabi, and M.M. Khonsari On the influence of traction coefficient on the cage angular velocity in roller bearings Tribology Transactions 57 5 2014 793 805
48. M.D. Brouwer, F. Sadeghi, A. Ashtekar, J. Archer, and C. Lancaster Combined explicit finite and discrete element models for rotor bearing dynamic modeling Tribology Transactions 58 2015 300 315
49. I.K. Epps An Investigation into Vibrations Excited by Discrete Faults in Rolling Element Bearings 1991 School of Mechanical Engineering, The University of Canterbury Christchurch, New Zealand Ph.D. Thesis
50. S. Singh, C. Howard, and C. Hansen An extensive review of vibration modelling of rolling element bearings with localised and extended defect Journal of Sound and Vibration 2015 10.1016/j.jsv.2015.04.037i
51. L. Cui, L.Q. Wang, D.Z. Zheng, and L. Gu Study on critical load of skidding in high speed ball bearing Journal of Aerospace Power 22 11 2007 1971 1976 in Chinese
52. H. Prashad The effect of cage and roller slip on the measured defect frequency response of rolling-element bearings ASLE Transactions 30 3 1987 360 367
53. N.T. Liao, and J.F. Lin Ball bearing skidding under radial and axial loads Mechanism and Machine Theory 37 1 2002 91 113
54. H.R. Cao, Z.J. He, and Y.Y. Zi Modeling of a high-speed rolling bearing and its damage mechanism analysis Journal of Vibration and Shock 31 19 2012 134 140 in Chinese
55. X. Liu Dynamics Analysis Model of High-speed Rolling Bearings and Dynamic Performance of Cages 2011 Dalian University of Technology Dalian, PR China in Chinese
56. P.K. Gupta Traction coefficients for some solid lubricants for rolling bearing dynamics modeling Tribology Transactions 43 4 2000 647 652
57. S.E. Deng, Q.Y. Jia, and Y.S. Wang Design Principles for Roller Bearings 2008 Standards Press of China Beijing in Chinese
58. J. Chen Research on Preparation of Titanium Complex Grease and its Tribological Properties and Biodegradability Ph.D. Thesis 2010 Harbin Institute of Technology Harbin, P. R. China in Chinese
59. C. Sun, Z. Zhang, Z. He, Z. Shen, and B. Chen Novel method for bearing performance degradation assessment - a kernel locality preserving projection-based approach Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science 228 3 2014 548 560
60. Z.J. Shen The Research of Multivariable Support Vector Machine with Application in Life Prediction Ph.D. Thesis 2012 Xi'an Jiaotong University Xi'an, PR China in Chinese