Efficient Filtering in Topology Optimization Via B-Splines

被引:16
|
作者
Wang, Mingming [1 ]
Qian, Xiaoping [2 ]
机构
[1] IIT, Mech Mat & Aerosp Engn Dept, Chicago, IL 60616 USA
[2] Univ Wisconsin, Dept Mech Engn, Madison, WI 53706 USA
基金
美国国家科学基金会;
关键词
D O I
10.1115/1.4029373
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper presents a B-spline based approach for topology optimization of three-dimensional (3D) problems where the density representation is based on B-splines. Compared with the usual density filter in topology optimization, the new B-spline based density representation approach is advantageous in both memory usage and central processing unit (CPU) time. This is achieved through the use of tensorproduct form of B-splines. As such, the storage of the filtered density variables is linear with respect to the effective filter size instead of the cubic order as in the usual density filter. Numerical examples of 3D topology optimization of minimal compliance and heat conduction problems are demonstrated. We further reveal that our B-spline based density representation resolves the bottleneck challenge in multiple density per element optimization scheme where the storage of filtering weights had been prohibitively expensive.
引用
收藏
页数:10
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