Optimal fiber content and distribution in fiber-reinforced solids using a reliability and NURBS based sequential optimization approach

Hamid Ghasemi, Roberto Brighenti, Xiaoying Zhuang, Jacob Muthu, Timon Rabczuk

Research output: Contribution to journalArticle

48 Citations (Scopus)

Abstract

A double stage sequential optimization algorithm for finding the optimal fiber content and its distribution in solid composites, considering uncertain design parameters, is presented. In the first stage, the optimal amount of fiber in a Fiber Reinforced Composite (FRC) structure with uniformly distributed fibers is conducted in the framework of a Reliability Based Design Optimization (RBDO) problem. In the second stage, the fiber distribution optimization having the aim to more increase in structural reliability is performed by defining a fiber distribution function through a Non-Uniform Rational B-Spline (NURBS) surface. The output of stage 1(optimal fiber content for homogeneously distributed fibers) is considered as the input of stage 2. The output of stage 2 is Reliability Index (RI) of the structure with optimal fiber content and optimal fiber distribution. First order reliability method in order to approximate the limit state function and a homogenization approach, based on the assumption of random orientation of fibers in the matrix, are implemented. The proposed combined model is able to capture the role of available uncertainties in FRC structures through a computationally efficient algorithm using all sequential, NURBS and sensitivity based techniques. Performed case studies show as an increase in model uncertainties yields to structural unreliability. Moreover, when system unreliability increases fiber distribution optimization becomes more influential.

Original languageEnglish
Pages (from-to)99-112
Number of pages14
JournalStructural and Multidisciplinary Optimization
Volume51
Issue number1
DOIs
Publication statusPublished - 2015

Fingerprint

B-spline
Splines
Fiber
Optimization
Fibers
Fiber-reinforced Composite
Composite Structures
Composite structures
Structural Reliability
B-spline Surface
Reliability Index
Rational Surface
Sequential Algorithm
Output
Model Uncertainty
Parameter Design
Homogenization
Optimization Algorithm
Distribution Function
Efficient Algorithms

Keywords

  • Fiber distribution optimization
  • Fiber reinforced composite (FRC)
  • NURBS
  • Reliability analysis
  • Reliability based design optimization (RBDO)

ASJC Scopus subject areas

  • Software
  • Computer Graphics and Computer-Aided Design
  • Computer Science Applications
  • Control and Systems Engineering
  • Control and Optimization

Cite this

Optimal fiber content and distribution in fiber-reinforced solids using a reliability and NURBS based sequential optimization approach. / Ghasemi, Hamid; Brighenti, Roberto; Zhuang, Xiaoying; Muthu, Jacob; Rabczuk, Timon.

In: Structural and Multidisciplinary Optimization, Vol. 51, No. 1, 2015, p. 99-112.

Research output: Contribution to journalArticle

Ghasemi, Hamid ; Brighenti, Roberto ; Zhuang, Xiaoying ; Muthu, Jacob ; Rabczuk, Timon. / Optimal fiber content and distribution in fiber-reinforced solids using a reliability and NURBS based sequential optimization approach. In: Structural and Multidisciplinary Optimization. 2015 ; Vol. 51, No. 1. pp. 99-112.
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