TY - JOUR
T1 - Multi-physics optimization of three-dimensional microvascular polymeric components
AU - Aragón, Alejandro M.
AU - Saksena, Rajat
AU - Kozola, Brian D.
AU - Geubelle, Philippe H.
AU - Christensen, Kenneth T.
AU - White, Scott R.
N1 - Funding Information:
The authors gratefully acknowledge support from AFOSR ( MURI Grant No. F49550-05-1-0346 ).
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - Active cooling
KW - Microvascular materials
KW - Multi-objective genetic algorithms
KW - Multi-physics optimization
KW - Thermal management optimization
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U2 - 10.1016/j.jcp.2012.07.036
DO - 10.1016/j.jcp.2012.07.036
M3 - Article
AN - SCOPUS:84870506205
SN - 0021-9991
VL - 233
SP - 132
EP - 147
JO - Journal of Computational Physics
JF - Journal of Computational Physics
IS - 1
ER -