Proceedings of the 2017 2nd International Conference on Advances in Materials, Mechatronics and Civil Engineering (ICAMMCE 2017)

Robust Optimization Design of Spindle Box Based on Kriging Model

Authors
Jing Chen, Hao Yan, Wengbo Wang
Corresponding Author
Jing Chen
Available Online April 2017.
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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Volume Title
Proceedings of the 2017 2nd International Conference on Advances in Materials, Mechatronics and Civil Engineering (ICAMMCE 2017)
Series
Advances in Engineering Research
Publication Date
April 2017
ISBN
10.2991/icammce-17.2017.50
ISSN
2352-5401
DOI
10.2991/icammce-17.2017.50How to use a DOI?
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/).

Cite this article

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  -