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Optimal design of the high-speed spindle bearings to minimize the non-repeatable runout

Khodaygan, S ; Sharif University of Technology | 2019

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  1. Type of Document: Article
  2. DOI: 10.4271/2019-01-0825
  3. Publisher: SAE International , 2019
  4. Abstract:
  5. The production with high-quality at the lowest production time can be a key means to success in the competitive environment of the manufacturing companies. Therefore, in recent years, the need for the extra precise and high-speed machine tools has been impressively increased in the manufacturing applications. One of the main sources of errors in the motion of the high-speed spindles is the occurrence of non-repetitive runouts (NRRO) in the bearing. The NRRO can be caused by some factors such as the form of balls, the waveness of rings, the number of balls, and the permutation of one or two balls in the ball bearing. In this paper, a Taguchi-based approach is proposed for the optimal design of the high-speed spindle bearings by minimizing the NRRO in the machine tools compatible with corresponding standards. First, the optimal design of the high-speed spindle bearings to minimize the NRRO is formulated. In order to reach this aim, a 2D model for formulating the NRRO in the ball bearings of the spindle is presented based on the Hertzian contact theory. Subsequently, the objective function, the constraints, are formulated in terms of the design parameters for the simulations and the optimization processes. To find the effective parameters with significant impact, above 95% confidence level, the sensitivity analysis is carried out based on the Plackett-Burman design. Finally, the optimal robust design of the high-speed spindle bearings for minimizing the NRRO is carried out through the Taguchi optimization method. For validation, the obtained optimal results are compared with simulations and discussed. © 2019 SAE International. All Rights Reserved
  6. Keywords:
  7. Ball bearings ; Machine tools ; Manufacture ; Optimal systems ; Sensitivity analysis ; Taguchi methods ; Competitive environment ; Hertzian-contact theory ; High-speed machine tools ; Manufacturing applications ; Manufacturing companies ; Non-repeatable runout ; Plackett-Burman designs ; Taguchi optimization method ; Speed
  8. Source: SAE World Congress Experience, WCX 2019, 9 April 2019 through 11 April 2019 ; Volume 2019-April, Issue April , 2019 ; 01487191 (ISSN)
  9. URL: https://saemobilus.sae.org/search/?prodCd=2019-01-0825