Efficient application of GA to design of fiber reinforced composites

Masaru Zako, Naoki Takano, Tetsuya Tsujikami, Norio Takeda

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

In this paper, a cost effective design procedure for laminated composite structure using GA (Genetic Algorithms) is proposed. Design variables considered to enhance the rigidity of the laminated composite structure are the number of laminae, the fiber orientation and the stacking sequence. The fiber orientations are chosen among some prepared angles. In the proposed design procedure, a rigidity function is defined to determine which angle to reinforce by means of weighing coefficients and transformed elastic constants in the prepared angles. The weighing coefficients are defined to represent the distribution of principal stress in the structure. Then, the orientation of reinforcements can be found according to the weighing coefficients such that the defined rigidity function takes maximum. Futhermore, to find a global optimum solution, the weighing coefficients are adjusted. In this paper, the detail of our developed procedure and some applications are shown.

Original languageEnglish
Pages (from-to)1316-1321
Number of pages6
JournalZairyo/Journal of the Society of Materials Science, Japan
Volume45
Issue number12
Publication statusPublished - 1996 Dec
Externally publishedYes

Fingerprint

Weighing
genetic algorithms
Genetic algorithms
rigidity
Rigidity
fiber orientation
composite materials
fibers
Fibers
Composite materials
Laminated composites
composite structures
coefficients
Fiber reinforced materials
Composite structures
Elastic constants
reinforcement
Reinforcement
elastic properties
costs

Keywords

  • Computational cost
  • Fiber orientation
  • GA
  • Laminated composite structure
  • Rigidity optimization
  • Stacking sequence

ASJC Scopus subject areas

  • Chemical Engineering (miscellaneous)
  • Metals and Alloys
  • Polymers and Plastics

Cite this

Efficient application of GA to design of fiber reinforced composites. / Zako, Masaru; Takano, Naoki; Tsujikami, Tetsuya; Takeda, Norio.

In: Zairyo/Journal of the Society of Materials Science, Japan, Vol. 45, No. 12, 12.1996, p. 1316-1321.

Research output: Contribution to journalArticle

Zako, Masaru ; Takano, Naoki ; Tsujikami, Tetsuya ; Takeda, Norio. / Efficient application of GA to design of fiber reinforced composites. In: Zairyo/Journal of the Society of Materials Science, Japan. 1996 ; Vol. 45, No. 12. pp. 1316-1321.
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