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Lightweight design of variable-angle filament-wound cylinders combining Kriging-based metamodels with particle swarm optimization.

Authors :
Wang, Zhihua
Almeida, José Humberto S. Jr.
Ashok, Aravind
Wang, Zhonglai
Castro, Saullo G. P.
Source :
Structural & Multidisciplinary Optimization. May2022, Vol. 65 Issue 5, p1-23. 23p.
Publication Year :
2022

Abstract

Variable-angle filament-wound (VAFW) cylinders are herein optimized for minimum mass under manufacturing constraints, and for various design loads. A design parameterization based on a second-order polynomial variation of the tow winding angle along the axial direction of the cylinders is utilized to explore the nonlinear steering-thickness dependency in VAFW structures, whereby the thickness becomes a function of the filament steering angle. Particle swarm optimization coupled with three Kriging-based metamodels is used to find the optimum designs. A single-curvature Bogner–Fox–Schmit–Castro finite element is formulated to accurately and efficiently represent the variable stiffness properties of the shells, and verifications are performed using a general purpose plate element. Alongside the main optimization studies, a vast analysis of the design space is performed using the metamodels, showing a gap in the design space for the buckling strength that is confirmed by genetic algorithm optimizations. Extreme lightweight while buckling-resistant designs are reached, along with non-conventional optimum layouts thanks to the high degree of thickness build-up tailoring. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1615147X
Volume :
65
Issue :
5
Database :
Academic Search Index
Journal :
Structural & Multidisciplinary Optimization
Publication Type :
Academic Journal
Accession number :
156335905
Full Text :
https://doi.org/10.1007/s00158-022-03227-8