Optimizing fiber orientation in fiber-reinforced materials using efficient upscaling

被引:5
|
作者
Frei, S. [1 ]
Andrae, H. [2 ]
Pinnau, R. [3 ]
Tse, O. [3 ]
机构
[1] Heidelberg Univ, Inst Appl Math, D-69120 Heidelberg, Germany
[2] Fraunhofer Inst Ind Math, D-67663 Kaiserslautern, Germany
[3] Univ Kaiserslautern, Dept Math, D-67663 Kaiserslautern, Germany
关键词
Pde constrained optimization; Adjoint-based optimization; Microstructural optimization; Fiber-reinforced materials; Fiber orientation; Linear elasticity; Upscaling; OPTIMIZATION; DESIGN;
D O I
10.1007/s10589-013-9630-z
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We present an efficient algorithm to find an optimal fiber orientation in composite materials. Within a two-scale setting fiber orientation is regarded as a function in space on the macrolevel. The optimization problem is formulated within a function space setting which makes the imposition of smoothness requirements straightforward and allows for rather general convex objective functionals. We show the existence of a global optimum in the Sobolev space H (1)(Omega). The algorithm we use is a one level optimization algorithm which optimizes with respect to the fiber orientation directly. The costly solve of a big number of microlevel problems is avoided using coordinate transformation formulas. We use an adjoint-based gradient type algorithm, but generalizations to higher-order schemes are straightforward. The algorithm is tested for a prototypical numerical example and its behaviour with respect to mesh independence and dependence on the regularization parameter is studied.
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页码:111 / 129
页数:19
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