Model Error Compensation for Bearing Temperature and Preload Estimation

[+] Author and Article Information
Jay F. Tu

School of Industrial Engineering, Purdue University, West Lafayette, IN 47907-1287

Jeffrey L. Stein

Department of Mechanical Engineering and Applied Mechanics, University of Michigan, Ann Arbor, MI 48109

J. Dyn. Sys., Meas., Control 118(3), 580-585 (Sep 01, 1996) (6 pages) doi:10.1115/1.2801183 History: Received August 01, 1994; Revised September 01, 1995; Online December 03, 2007


A simple to apply, two-step observer design methodology is developed for a general class of systems with model uncertainty. This approach is applied to estimate bearing internal temperatures and the bearing preload of a machine tool spindle. The first step is the design of a model error compensator (MEC) to account for the model error associated with the bearing friction heat generation. The second step includes a conventional observer based on the nominal model that results from the implementation of the MEC. The sufficient condition for constructing an effective MEC loop for the target spindle system is derived. The effectiveness of the MEC loop is demonstrated experimentally by comparing several different conventional observer designs, with and without the MEC. A comparison of the measurements to the estimation results indicate in all cases tested the MEC improves the performance of the conventional observers. In addition, the results clearly show the distinctly different bearing outer ring/housing, rolling elements, and inner ring temperature behaviors. From the temperature estimation results, it is shown that previously published data on initial transient error associated with preload estimation is mainly due to the estimation error in the rolling element temperature. The proposed two-step observer methodology appears to be well suited for bearing temperature and preload monitoring problems.

Copyright © 1996 by The American Society of Mechanical Engineers
Your Session has timed out. Please sign back in to continue.






Some tools below are only available to our subscribers or users with an online account.

Related Content

Customize your page view by dragging and repositioning the boxes below.

Related Journal Articles
Related eBook Content
Topic Collections

Sorry! You do not have access to this content. For assistance or to subscribe, please contact us:

  • TELEPHONE: 1-800-843-2763 (Toll-free in the USA)
  • EMAIL: asmedigitalcollection@asme.org
Sign In