Automatic design of marine structures by using successive response surface method

被引:12
作者
Pajunen, Sami [1 ]
Heinonen, Ossi [1 ]
机构
[1] Tampere Univ Technol, Dept Mech & Design, FIN-33101 Tampere, Finland
关键词
Surrogate model; Response surface method; Optimal design; Simplex-algorithm; OPTIMIZATION;
D O I
10.1007/s00158-013-1013-7
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
An automated optimization procedure based on successive response surface method is presented. The method is applied to weight optimization of a stiffened plate used in marine structures. In the design space the surrogate model is spanned sequentially into an optimally restricted subspace that is converging towards at least a local optimum. Both objective function and all constraint functions are modeled using linear response surface method enabling the use of a robust and efficient simplex algorithm for the optimizations. Special attention is paid to CAD and FEM-model linking that plays a central role in practical industrial applications. In this project SOLIDWORKS and ANSYS software are adopted for structural modeling and analysis, respectively, and the optimization is carried out in a MatLab environment. The reported results achieved in this project prove the robustness and effectiveness of the proposed approach.
引用
收藏
页码:863 / 871
页数:9
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