Multiobjective design optimization of CFRP isogrid tubes using sunflower optimization based on metamodel

被引:26
作者
Francisco, Matheus Brendon [1 ]
Junho Pereira, Joao Luiz [1 ]
Oliver, Guilherme Antonio [1 ]
Sanches da Silva, Fernando Helton [2 ]
da Cunha Jr, Sebastiao Simoes [1 ]
Gomes, Guilherme Ferreira [1 ]
机构
[1] Fed Univ Itajuba UNIFEI, Mech Engn Inst, Itajuba, MG, Brazil
[2] Fed Univ Itajuba UNIFEI, Management & Prod Engn Inst, Itajuba, MG, Brazil
关键词
Isogrid structure; Sunflower optimization; Multi objective; Composites; Buckling; DAMAGE IDENTIFICATION; COMPOSITE; ALGORITHM;
D O I
10.1016/j.compstruc.2021.106508
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, the authors carried out the optimization of an isogrid structure considering six different responses: Tsai-Wu failure index under compression and torsion efforts; instability coefficient under compression and torsion efforts; mass and natural frequency. The response surface methodology was used to find the functions that describe the model from the data found by numerical analysis; and a new optimization algorithm called SunFlower Optimization (SFO) was used to find the best possible configurations. This paper shows something unprecedented in the literature to date when evaluating the compression, torsion, and modal performance of an isogrid tube. The simultaneous evaluation of several responses brings something more real to the scientific world, the results obtained here suggest that the optimal configuration for one response can be very bad for others and the use of a multi-objective optimization solved this problem. (C) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页数:18
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