Parametric optimization for multi-layered filament-wound cylinder based on hybrid method of GA-PSO coupled with local sensitivity analysis

Chao Kang, Zan Liu, Bijan Shirinzadeh, Honggen Zhou, Yaoyao Shi, Tao Yu, Pan Zhao

Research output: Contribution to journalArticleResearchpeer-review

16 Citations (Scopus)

Abstract

Filament-wound cylinder always demonstrates diverse performances due to the different designed parameters. This paper aims to provide a hybrid method for optimizing the winding angle and fiber volume content of a composite cylinder under internal pressure considering the stability of strength ratio. The analytical model of the composite cylinder under internal pressure is established firstly based on the three-dimension (3D) elastic theory. Then, the local sensitivities for winding angle and fiber volume content are analyzed by employing the difference method. Further, a novel method of interval range division is proposed to deal with the three-dimension sensitivity, and thus the optimal parameter ranges are determined to achieve the relatively stable strength ratio based on the Tsai-Wu failure criterion. Finally, the optimized winding angle and fiber volume content are confirmed by establishing the ranges of the optimal parameters using the hybrid method of GA-PSO. The numerical results show that it is feasible to obtain the optimal winding angle and fiber volume content to improve the stability and load capacity for filament-wound cylinders.

Original languageEnglish
Article number113861
Number of pages10
JournalComposite Structures
Volume267
DOIs
Publication statusPublished - 1 Jul 2021

Keywords

  • Filament-wound cylinder
  • Internal pressure
  • Optimization
  • Sensitivity analysis
  • Strength ratio

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