Two-level composite wing structural optimization using response surfaces

被引:91
作者
Liu, B [1 ]
Haftka, RT
Akgün, MA
机构
[1] Univ Florida, Dept Aerosp Engn Mech & Engn Sci, Gainesville, FL 32611 USA
[2] Middle E Tech Univ, Dept Aeronaut Engn, TR-06531 Ankara, Turkey
关键词
permutation genetic algorithms; composite laminate optimization; response surfaces; two-level optimization; wing design; combinatorial optimization;
D O I
10.1007/s001580050140
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A two-level optimization procedure for composite wing design subject to strength and buckling constraints is presented. At wing-level design, continuous optimization of ply thicknesses with orientations of 0 degrees, 90 degrees, and +/-45 degrees is performed to minimize weight. At panel level, the number of plies of each orientation (rounded to integers) and inplane loads are specified, and a permutation genetic algorithm is used to optimize the stacking sequence in order to maximize the buckling load. The process is started by performing a large number of panel genetic optimizations for a range of loads and numbers of plies of each orientation. Next, a cubic polynomial response surface is fitted to the optimum buckling load as a function of the loads and numbers of plies of each orientation. The resulting response surface is used for the wing-level optimization. Rounding and manual adjustment are used to obtain the final design. The procedure is demonstrated using an example of a simple wing box design.
引用
收藏
页码:87 / 96
页数:10
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