Reliability-based buckling optimization with an accelerated Kriging metamodel for filament-wound variable angle tow composite cylinders

被引:72
作者
Wang, Zhihua [1 ,2 ]
Almeida, Jose Humberto S., Jr. [3 ]
St-Pierre, Luc [3 ]
Wang, Zhonglai [2 ]
Castro, Saullo G. P. [1 ]
机构
[1] Delft Univ Technol, Fac Aerosp Engn, Delft, Netherlands
[2] Univ Elect Sci & Technol China, Sch Mech & Elect Engn, Chengdu, Peoples R China
[3] Aalto Univ, Dept Mech Engn, Espoo, Finland
关键词
Reliability-based optimization; Uncertainty quantification; Metamodeling; Kriging; Buckling; Filament winding; KNOCK-DOWN FACTORS; IMPERFECTION SENSITIVITY; DESIGN OPTIMIZATION; PRESSURE; CONES; SHELLS; PANELS; DAMAGE; TUBES; LOAD;
D O I
10.1016/j.compstruct.2020.112821
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
A reliability-based optimization framework is introduced and used to design filament-wound cylindrical shells with variable angle tow. Seven design cases are investigated to enable a comparison between constant-stiffness and variable angle tow designs, also considering effects of thickness variation created due to overlapping tow paths, determined using the kinematics of the filament winding manufacturing process. The uncertainty in the winding angle is considered in the optimization by means of metamodels constructed using the Kriging method. Moving search windows are incorporated into the Kriging metamodel to accelerate its convergence by reducing the number of training iterations. The results prove the efficacy of the proposed framework and clearly demonstrate the advantage of variable-stiffness designs over conventional ones for achieving a maximum load carrying capacity, while keeping the robustness of the design towards manufacturing uncertainties.
引用
收藏
页数:14
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