Multi-physics optimization of three-dimensional microvascular polymeric components

被引:29
作者
Aragon, Alejandro M. [1 ]
Saksena, Rajat [3 ]
Kozola, Brian D. [2 ]
Geubelle, Philippe H. [2 ]
Christensen, Kenneth T. [2 ,3 ]
White, Scott R. [2 ]
机构
[1] Univ Illinois, Civil & Environm Engn Dept, Urbana, IL 61801 USA
[2] Univ Illinois, Dept Aerosp Engn, Urbana, IL 61801 USA
[3] Univ Illinois, Dept Mech Sci & Engn, Urbana, IL 61801 USA
关键词
Multi-physics optimization; Microvascular materials; Active cooling; Multi-objective genetic algorithms; Thermal management optimization; SELF-HEALING MATERIALS; TOPOLOGY OPTIMIZATION; NETWORKS; DESIGN;
D O I
10.1016/j.jcp.2012.07.036
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This work discusses the computational design of microvascular polymeric materials, which aim at mimicking the behavior found in some living organisms that contain a vascular system. The optimization of the topology of the embedded three-dimensional microvascular network is carried out by coupling a multi-objective constrained genetic algorithm with a finite-element based physics solver, the latter validated through experiments. The optimization is carried out on multiple conflicting objective functions, namely the void volume fraction left by the network, the energy required to drive the fluid through the network and the maximum temperature when the material is subjected to thermal loads. The methodology presented in this work results in a viable alternative for the multi-physics optimization of these materials for active-cooling applications. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:132 / 147
页数:16
相关论文
共 28 条
[1]  
[Anonymous], 2002, DESIGN INNOVATION
[2]  
[Anonymous], P 5 WCCM 5 WORLD C C
[3]   Design of microvascular flow networks using multi-objective genetic algorithms [J].
Aragon, Alejandro M. ;
Wayer, Jessica K. ;
Geubelle, Philippe H. ;
Goldberg, David E. ;
White, Scott R. .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2008, 197 (49-50) :4399-4410
[4]   Multi-physics design of microvascular materials for active cooling applications [J].
Aragon, Alejandro M. ;
Smith, Kyle J. ;
Geubelle, Philippe H. ;
White, Scott R. .
JOURNAL OF COMPUTATIONAL PHYSICS, 2011, 230 (13) :5178-5198
[5]   Generalized finite element enrichment functions for discontinuous gradient fields [J].
Aragon, Alejandro M. ;
Duarte, C. Armando ;
Geubelle, Philippe H. .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2010, 82 (02) :242-268
[6]   Networks of channels for self-healing composite materials [J].
Bejan, A. ;
Lorente, S. ;
Wang, K. -M. .
JOURNAL OF APPLIED PHYSICS, 2006, 100 (03)
[7]  
Bejan A., 2008, DESIGN CONSTRUCTAL T
[8]   The constructal law and the evolution of design in nature [J].
Bejan, Adrian ;
Lorente, Sylvie .
PHYSICS OF LIFE REVIEWS, 2011, 8 (03) :209-240
[9]   Constructal theory of generation of configuration in nature and engineering [J].
Bejan, Adrian ;
Lorente, Sylvie .
JOURNAL OF APPLIED PHYSICS, 2006, 100 (04)
[10]   Topology optimization of fluids in Stokes flow [J].
Borrvall, T ;
Petersson, J .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS, 2003, 41 (01) :77-107