An efficient approach for reliability-based topology optimization

被引:16
|
作者
Kanakasabai, Pugazhendhi [1 ]
Dhingra, Anoop K. [1 ]
机构
[1] Univ Wisconsin, Dept Mech Engn, Milwaukee, WI 53201 USA
关键词
topology optimization; evolutionary optimization; reliability analysis; finite element analysis; EVOLUTIONARY STRUCTURAL OPTIMIZATION; RESPONSE-SURFACE METHOD; HOMOGENIZATION;
D O I
10.1080/0305215X.2014.992890
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article presents an efficient approach for reliability-based topology optimization (RBTO) in which the computational effort involved in solving the RBTO problem is equivalent to that of solving a deterministic topology optimization (DTO) problem. The methodology presented is built upon the bidirectional evolutionary structural optimization (BESO) method used for solving the deterministic optimization problem. The proposed method is suitable for linear elastic problems with independent and normally distributed loads, subjected to deflection and reliability constraints. The linear relationship between the deflection and stiffness matrices along with the principle of superposition are exploited to handle reliability constraints to develop an efficient algorithm for solving RBTO problems. Four example problems with various random variables and single or multiple applied loads are presented to demonstrate the applicability of the proposed approach in solving RBTO problems. The major contribution of this article comes from the improved efficiency of the proposed algorithm when measured in terms of the computational effort involved in the finite element analysis runs required to compute the optimum solution. For the examples presented with a single applied load, it is shown that the CPU time required in computing the optimum solution for the RBTO problem is 15-30% less than the time required to solve the DTO problems. The improved computational efficiency allows for incorporation of reliability considerations in topology optimization without an increase in the computational time needed to solve the DTO problem.
引用
收藏
页码:1 / 15
页数:15
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