Dynamic modeling and vibration response simulation for high speed rolling ball bearings with localized surface defects in raceways

Journal of Manufacturing Science and Engineering

Volumn 136, Issue 4, 2014, Pages

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

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

dynamic modeling; fault diagnosis; high speed rolling bearing; localized defects; vibration response

Indexed keywords

BALL BEARINGS; DEGREES OF FREEDOM (MECHANICS); DYNAMIC MODELS; EQUATIONS OF MOTION; FAILURE ANALYSIS; FREQUENCY DOMAIN ANALYSIS; RUNGE KUTTA METHODS; SPEED; SURFACE DEFECTS; TIME DOMAIN ANALYSIS; VIBRATION ANALYSIS;

DYNAMIC CHARACTERISTICS; FAULT FEATURE EXTRACTIONS; FOURTH-ORDER RUNGE-KUTTA; HIGH SPEED ROLLING BEARINGS; LOCALIZED DEFECTS; SIX DEGREES OF FREEDOM; THREE DIMENSIONAL SPACE; VIBRATION RESPONSE;

ROLLER BEARINGS;

EID: 84901331329     PISSN: 10871357     EISSN: 15288935     Source Type: Journal    
DOI: 10.1115/1.4027334     Document Type: Article

References (53)

1. Wang, S. B., Huang, W. G., and Zhu, Z. K., 2011, "Transient Modeling and Parameter Identification Based on Wavelet and Correlation Filtering for Rotating Machine Fault Diagnosis," Mech. Syst. Signal Process., 25(4), pp. 1299-1320.
2. Yan, R., Gao, R. X., and Chen, X., 2014, "Wavelets for Fault Diagnosis of Rotary Machines: A Review With Applications," Signal Process., 96, pp. 1-15.
3. Yan, R., and Gao, R. X., 2012, "A Nonlinear Noise Reduction Approach to Vibration Analysis for Bearing Health Diagnosis," ASME J. Comput. Nonlinear Dyn., 7(2), p. 021004.
4. Yan, R., Gao, R. X., and Wang, C., 2009, "Experimental Evaluation of a Unified Time-Scale-Frequency Technique for Bearing Defect Feature Extraction," ASME J. Vib. Acoust., 131(4), p. 041012.
5. Borghesani, P., Pennacchi, P., Randall, R. B., Sawalhi, N., and Ricci, R., 2013, "Application of Cepstrum Pre-Whitening for the Diagnosis of Bearing Faults Under Variable Speed Conditions," Mech. Syst. Signal Process., 36(2), pp. 370-384.
6. Randall, R. B., and Antoni, J., 2011, "Rolling Element Bearing Diagnostics-A Tutorial," Mech. Syst. Signal Process., 25(2), pp. 485-520.
7. Zhang, Y., and Randall, R. B., 2009, "Rolling Element Bearing Fault Diagnosis Based on the Combination of Genetic Algorithms and Fast Kurtogram," Mech. Syst. Signal Process., 23(5), pp. 1509-1517.
8. Antoni, J., 2009, "Cyclostationarity by Examples," Mech. Syst. Signal Process., 23(4), pp. 987-1036.
9. Yang, Y., Liao, Y., Meng, G., and Lee, J., 2011, "A Hybrid Feature Selection Scheme for Unsupervised Learning and Its Application in Bearing Fault Diagnosis," Expert Syst. Appl., 38(9), pp. 11311-11320.
10. Yuan, J., He, Z., Zi, Y., and Ying, W., 2013, "Construction and Selection of Lifting-Based Multiwavelets for Mechanical Fault Detection," Mech. Syst. Signal Process., 40(2), pp. 571-588.
11. Chen, J., Zuo, M. J., Zi, Y., and He, Z., 2014, "Construction of Customized Redundant Multiwavelet via Increasing Multiplicity for Fault Detection of Rotating Machinery," Mech. Syst. Signal Process., 42(1-2), pp. 206-224.
12. Gupta, P. K., 1984, Advanced Dynamic of Rolling Elements, Springer-Verlag, New York.
13. Jones, A. B., 1960, "A General Theory of Elastically Constrained Ball and Radial Roller Bearings Under Arbitrary Load and Speed Conditions," ASME J. Basic Eng., 82(21), pp. 309-320.
14. Jang, G., and Jeong, S. W., 2004, "Vibration Analysis of a Rotating System Due to the Effect of Ball Bearing Waviness," J. Sound Vib., 269(3-5), pp. 709-726.
15. Bai, C. Q., and Xu, Q. Y., 2006, "Dynamic Model of Ball Bearings With Internal Clearance and Waviness," J. Sound Vib., 294(1-2), pp. 23-48.
16. Cao, H., Niu, L., and He, Z., 2012, "Method for Vibration Response Simulation and Sensor Placement Optimization of a Machine Tool Spindle System With a Bearing Defect," Sensors, 12(7), pp. 8732-8754.
17. Sunnersjö, C. S., 1978, "Varying Compliance Vibrations of Rolling Bearings," J. Sound Vib., 58(3), pp. 363-373. (Pubitemid 9399300)
18. Shao, Y., Liu, J., and Ye, J., 2014, "A New Method to Model a Localized Surface Defect in a Cylindrical Roller-Bearing Dynamic Simulation," Proc. IMechE. Part J: J. Eng. Tribol., 228(2), pp. 140-159.
19. Rafsanjani, A., Abbasion, S., Farshidianfar, A., and Moeenfard, H., 2009, "Nonlinear Dynamic Modeling of Surface Defects in Rolling Element Bearing Systems," J. Sound Vib., 319(3-5), pp. 1150-1174.
20. Liu, J., Shao, Y., and Lim, T. C., 2012, "Vibration Analysis of Ball Bearings With a Localized Defect Applying Piecewise Response Function," Mech. Mach. Theory, 56, pp. 156-169.
21. Patil, M. S., Mathew, J., Rajendrakumar, P. K., and Desai, S., 2010, "A Theoretical Model to Predict the Effect of Localized Defect on Vibrations Associated With Ball Bearing," Int. J. Mech. Sci., 52(9), pp. 1193-1201.
22. Kankar, P. K., Sharma, S. C., and Harsha, S. P., 2012, "Nonlinear Vibration Signature Analysis of High Speed Rotor Bearing System Due to Race Imperfection," ASME J. Comput. Nonlinear Dyn., 7(1), p. 011014.
23. Pandya, D. H., Upadhyay, S. H., and Harsha, S. P., 2013, "Nonlinear Dynamic Analysis of High Speed Bearings Due to Combined Localized Defects," J. Vib. Control (in press).
24. Feng, N. S., Hahn, E. J., and Randall, R. B., 2002, "Using Transient Analysis Software to Simulate Vibration Signals Due to Rolling Element Bearing Defects," Proceedings of the 3rd Australian Congress on Applied Mechanics, Sydney, pp. 689-694.
25. Sawalhi, N., and Randall, R. B., 2008, "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," Mech. Syst. Signal Process., 22(8), pp. 1924-1951.
26. Sawalhi, N., and Randall, R. B., 2008, "Simulating Gear and Bearing Interactions in the Presence of Faults-Part II. Simulation of the Vibrations Produced by Extended Bearing Faults," Mech. Syst. Signal Process., 22(8), pp. 1952-1966.
27. Babu, C. K., Tandon, N., and Pandey, R. K., 2012, "Vibration Modeling of a Rigid Rotor Supported on the Lubricated Angular Contact Ball Bearings Considering Six Degrees of Freedom and Waviness on Balls and Races," ASME J. Vib. Acoust., 134(1), p. 011006.
28. Harsha, S. P., Sandeep, K., and Prakash, R., 2004, "Non-Linear Dynamic Behaviors of Rolling Element Bearings Due to Surface Waviness," J. Sound Vib., 272(3-5), pp. 557-580.
29. Harsha, S. P., and Kankar, P. K., 2004, "Stability Analysis of a Rotor Bearing System Due to Surface Waviness and Number of Balls," Int. J. Mech. Sci., 46(7), pp. 1057-1081.
30. Harsha, S. P., 2006, "Rolling Bearing Vibrations-The Effects of Surface Waviness and Radial Internal Clearance," Int. J. Comput. Methods Eng. Sci. Mech., 7(2), pp. 91-111.
31. Arslan, H., and Aktürk, N., 2008, "An Investigation of Rolling Element Vibrations Caused by Local Defects," ASME J. Tribol., 130(4), p. 041101.
32. Patel, V. N., Tandon, N., and Pandey, R. K., 2010, "A Dynamic Model for Vibration Studies of Deep Groove Ball Bearings Considering Single and Multiple Defects in Races," ASME J. Tribol., 132(4), p. 041101.
33. Nakhaeinejad, M., and Bryant, M. D., 2011, "Dynamic Modeling of Rolling Element Bearings With Surface Contact Defects Using Bond Graphs," ASME J. Tribol., 133(1), p. 011102.
34. Cao, M., and Xiao, J., 2008, "A Comprehensive Dynamic Model of Double-Row Spherical Roller Bearing-Model Development and Case Studies on Surface Defects, Preloads, and Radial Clearance," Mech. Syst. Signal Process., 22(2), pp. 467-489. (Pubitemid 350102761)
35. Tadina, M., and Boltežar, M., 2011, "Improved Model of a Ball Bearing for the Simulation of Vibration Signals Due to Faults During Run-Up," J. Sound Vib., 330(17), pp. 4287-4301.
36. Sassi, S., Badri, B., and Thomas, M., 2007, "A Numerical Model to Predict Damaged Bearing Vibrations," J. Vib. Control, 13(11), pp. 1603-1628. (Pubitemid 47507550)
37. Choudhury, A., and Tandon, N., 2006, "Vibration Response of Rolling Element Bearings in a Rotor Bearing System to a Local Defect Under Radial Load," ASME J. Tribol., 128(2), pp. 252-261. (Pubitemid 43675946)
38. Bogdevičius, M., and Skrickij, V., 2013, "Investigation of Dynamic Processes in Ball Bearings With Defects," Solid State Phenom., 198, pp. 651-656.
39. Gupta, P. K., 1979, "Dynamics of Rolling-Element Bearings Part I: Cylindrical Roller Bearing Analysis," ASME J. Lubr. Technol., 101(3), pp. 293-302.
40. Gupta, P. K., 1979, "Dynamics of Rolling-Element Bearings Part III: Ball Bearing Analysis," ASME J. Lubr. Technol., 101(3), pp. 312-318. (Pubitemid 10444781)
41. Stacke, L. E., Frizson, D., and Nordling, P., 1999, "BEAST-A Rolling Bearing Simulation Tool," Proc. Inst. Mech. Eng., Part K, 213(2), pp. 63-71. (Pubitemid 129623819)
42. Stacke, L. E., and Frizson, D., 2001, "Dynamic Behaviour of Rolling Bearings: Simulations and Experiments," Proc. Inst. Mech. Eng., Part J, 215(J6): 499-508.
43. Ghaisas, N., Wassgren, C. R., and Sadeghi, F., 2004, "Cage Instabilities in Cylindrical Roller Bearings," ASME J. Tribol., 126(4), pp. 681-689. (Pubitemid 40015153)
44. Ashtekar, A., Sadeghi, F., and Stacke, L. E., 2010, "Surface Defects Effects on Bearing Dynamics," Proc. Inst. Mech. Eng., Part J, 224(J1), pp. 25-35.
45. Ashtekar, A., Sadeghi, F., and Stacke, L. E., 2008, "A New Approach to Modeling Surface Defects in Bearing Dynamics Simulations," ASME J. Tribol., 130(4), p. 041103.
46. Harris, T. A., and Kotzalas, M. N., 2007, Rolling Bearing Analysis: Essential Concepts of Bearing Technology, Taylor & Francis, Boca Raton, FL.
47. Harris, T. A., and Kotzalas, M. N., 2007, Rolling Bearing Analysis: Advanced Concepts of Bearing Technology, Taylor & Francis, Boca Raton, FL.
48. Zeidler, E., Hackbusch, W., and Schwarz, H. R., 2003, Teubner-Taschenbuch der Mathematik, B. G. Teubner Verlag, Wiesbaden.
49. Sawalhi, N., and Randall, R. B., 2011, "Vibration Response of Spalled Rolling Element Bearings: Observations, Simulations and Signal Processing Techniques to Track the Spall Size," Mech. Syst. Signal Process., 25(3), pp. 846-870.
50. Dowling, M. J., 1993, "Application of Non-Stationary Analysis to Machinery Monitoring," IEEE Paper No. 0-7803-0946-4/93, pp. 159-162.
51. Gupta, P. K., Winn, L. W., Wilcock, D. F., 1977, "Vibration Characteristics of Ball Bearings," ASME J. Lubr. Technol., 99(2), pp. 284-287.
52. Sun, C., Zhang, Z., He, Z., Shen, Z., and Chen, B., 2014, "Novel Method for Bearing Performance Degradation Assessment-A Kernel Locality Preserving Projection-Based Approach," Proc. Inst. Mech. Eng., Part C, 228(3), pp. 548-560.
53. Shen, Z. J., 2012, "The Research of Multivariable Support Vector Machine With Application in Life Prediction," Ph.D. thesis, Xi'an Jiaotong University, Xi'an, China.