Multi-scale analysis and optimisation of three-dimensional woven composite structures combining response surface method and genetic algorithms

X Fu, Sergio Ricci, Chiara Bisagni

Research output: Contribution to journalArticleScientificpeer-review

7 Citations (Scopus)

Abstract

The paper proposes an optimisation strategy for the design of structures made of three-dimensional woven composites. The knowledge of the weaving architecture is essential to properly optimise the design of the structural components subjected to specific load conditions. Owing to the hierarchy and periodicity of the textile composite materials, a multi-scale parameterisation modelling strategy combining the adoption of a representative volume element and periodic boundary conditions is employed to estimate the behaviour of stiffened panels. In order to minimise the expensive computational cost, response surface method techniques are used to generate the approximated structural responses in an efficient and applicable way. The approach here proposed consists of a multi-scale parameterization analysis strategy and an optimisation framework based on the response surface technique and genetic algorithms. The optimal design results are verified by finite element analysis proving that the response surface method integrated with genetic algorithms allows to easily investigate the influence of the fabrics constitutive parameters on the structural behaviour.
Original languageEnglish
Pages (from-to)129-141
Number of pages13
JournalCEAS Aeronautical Journal
Volume8
Issue number1
DOIs
Publication statusE-pub ahead of print - 2016

Keywords

  • Three-dimensional composite
  • Multi-scale analysis
  • Representative volume element
  • Genetic Algorithm
  • optimal design

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