Robust Optimization Design of Spindle Box Based on Kriging Model

DOI

10.2991/icammce-17.2017.50How to use a DOI?

Keywords

spindle box, interval analysis, robust optimization, Kriging model.

Abstract

To improve the static and dynamic performance of the machine tool spindle box and its robustness, the interval model is used to describe the uncertainty of the spindle box. The optimization model of the main spindle box is established considering the uncertainty of design parameters. By using the Latin square test design method, the spindle box will be in the process of static and dynamic characteristic finite element simulation test. The static and dynamic characteristics of the spindle box are fitted by Kriging model. The non-probabilistic robust optimization design method based on Kriging model is used to optimize the design of the spindle box, and the results are verified by finite element analysis.

Copyright

© 2017, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Jing Chen
AU  - Hao Yan
AU  - Wengbo Wang
PY  - 2017/04
DA  - 2017/04
TI  - Robust Optimization Design of Spindle Box Based on Kriging Model
BT  - Proceedings of the 2017 2nd International Conference on Advances in Materials, Mechatronics and Civil Engineering (ICAMMCE 2017)
PB  - Atlantis Press
SP  - 252
EP  - 256
SN  - 2352-5401
UR  - https://doi.org/10.2991/icammce-17.2017.50
DO  - 10.2991/icammce-17.2017.50
ID  - Chen2017/04
ER  -