Metamodel-based optimization of a control arm considering strength and durability performance

作者: Xue Guan Song , Ji Hoon Jung , Hwan Jung Son , Joon Hong Park , Kwon Hee Lee

DOI: 10.1016/J.CAMWA.2010.03.019

关键词:

摘要: Simulation-based surrogate models have been used for a variety of applications in automotive industry. In this paper, based on the FEM analysis, both response surface model (RSM) and Kriging are to optimize an ADI upper control arm, where weight arm is considered as design objective, maximum allowable von Mises stress constraint objective. The initial analysis shows distribution under very severe loading condition. And, by virtue result analyses, fifty simulations with six variables performed RSM construct approximation obtain optimum result. optimized results obtained using KRG confirmed verified analysis. addition, fatigue carried out verify durability final design.

参考文章(8)
Xingtao Liao, Qing Li, Xujing Yang, Weigang Zhang, Wei Li, Multiobjective optimization for crash safety design of vehicles using stepwise regression model Structural and Multidisciplinary Optimization. ,vol. 35, pp. 561- 569 ,(2008) , 10.1007/S00158-007-0163-X
Jay D. Martin, Timothy W. Simpson, A Study on the Use of Kriging Models to Approximate Deterministic Computer Models design automation conference. pp. 567- 576 ,(2003) , 10.1115/DETC2003/DAC-48762
Thomas J Santner, Brian J Williams, William I Notz, Brain J Williams, None, The Design and Analysis of Computer Experiments ,(2003)
R. J. Yang, N. Wang, C. H. Tho, J. P. Bobineau, B. P. Wang, Metamodeling development for vehicle frontal impact simulation design automation conference. ,vol. 127, pp. 1014- 1020 ,(2001) , 10.1115/1.1906264
A. I. Khuri, J. A. Cornell, Response surfaces : designs and analyses ,(1987)
K-H Lee, D-H Kang, Structural optimization of an automotive door using the kriging interpolation method Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering. ,vol. 221, pp. 1525- 1534 ,(2007) , 10.1243/09544070JAUTO403
Timothy Simpson, Farrokh Mistree, John Korte, Timothy Mauery, Comparison of response surface and kriging models for multidisciplinary design optimization 7th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, 1998. ,(1998) , 10.2514/6.1998-4755