Evaluation of Tapered Roller Bearing Vibration Velocity as Data Series Using Grey System Theory

Article Preview

Abstract:

With the help of the grey system theory and without any prior information on probability distributions and trends, this paper focus on modeling for the tapered roller bearing vibration velocity as a data series. And the experimental investigation shows that the estimated residual is very small and can satisfy the engineering requirement, laying the foundation for controlling over the vibration of tapered roller bearings in the manufacturing process.

You might also be interested in these eBooks

Info:

Periodical:

Advanced Materials Research (Volumes 443-444)

Pages:

97-104

Citation:

Online since:

January 2012

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2012 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

[1] X.T. Xia, X.Y. Chen, Y.Z. Zhang, and R.P. Yang, Analysis and Evaluation of Rolling Bearing Test with Poor Information, Science Press, Beijing, 2007(in Chinese).

Google Scholar

[2] H. Ohta and N. Sugimoto, Vibration characteristics of tapered roller bearings, Journal of Sound and Vibration, vol. 190, no. 2, 1996, pp.137-147.

DOI: 10.1006/jsvi.1996.0052

Google Scholar

[3] R.J. Lambert, A. Pollard, and B.J. Stone, Some characteristics of rolling-element bearings under oscillating conditions, Proceedings of the Institution of Mechanical, vol. 220, no. 3, 2006, pp.181-190.

DOI: 10.1243/1464419jmbd11

Google Scholar

[4] Y. -T. Su and S. -J Lin, On initial fault detection of a tapered roller bearing. Frequency domain analysis, Journal of Sound and Vibration, vol. 155, no. 1, 1992, pp.75-84.

DOI: 10.1016/0022-460x(92)90646-f

Google Scholar

[5] M. Helmut, Noise characteristics of rolling bearing grease, Lubrication Engineering, vol. 56, no. 10, 2000, pp.36-41.

Google Scholar

[6] N. Banda, Noise and vibration in roller bearings, Journal of Japanese Society of Tribologists, vol. 48, no. 1, 2003, pp.43-48.

Google Scholar

[7] X.T. Xia, X.Y. Chen, Y.Z. Zhang, and Z.Y. Wang, Grey bootstrap method of evaluation of uncertainty in dynamic measurement, Measurement: Journal of the International Measurement Confederation, vol. 41, no. 6, pp.687-696.

DOI: 10.1016/j.measurement.2007.10.008

Google Scholar

[8] X.T. Xia, T.M. Lv, and F.N. Meng, Gray chaos evaluation model for prediction of rolling bearing friction torque, Journal of Testing and Evaluation, vol. 38, no. 3, 2010, pp.291-300. doi: 10. 1520/JTE102623.

Google Scholar

[9] J.L. Deng, Introduction to grey system theory, The Journal of Grey System, vol. 1, no. 1, 1989, pp.1-24.

Google Scholar

[10] J.L. Deng, Primary Method of Grey System Theory, 2nd Ed, Press of Huazhong University of Science and Technology, Wuhan, 2005 (in Chinese).

Google Scholar