TY - JOUR
T1 - Reliability-based buckling optimization with an accelerated Kriging metamodel for filament-wound variable angle tow composite cylinders
AU - Wang, Zhihua
AU - Almeida, José Humberto S.
AU - St-Pierre, Luc
AU - Wang, Zhonglai
AU - Castro, Saullo G.P.
PY - 2020/12/15
Y1 - 2020/12/15
N2 - 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.
AB - 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.
KW - Buckling
KW - Filament winding
KW - Kriging
KW - Metamodeling
KW - Reliability-based optimization
KW - Uncertainty quantification
UR - http://www.scopus.com/inward/record.url?scp=85090417695&partnerID=8YFLogxK
U2 - 10.1016/j.compstruct.2020.112821
DO - 10.1016/j.compstruct.2020.112821
M3 - Article
AN - SCOPUS:85090417695
SN - 0263-8223
VL - 254
JO - Composite Structures
JF - Composite Structures
M1 - 112821
ER -