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

科研成果: 期刊稿件文章同行评审

21 引用 (Scopus)

摘要

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.

源语言英语
文章编号113861
期刊Composite Structures
267
DOI
出版状态已出版 - 1 7月 2021

指纹

探究 'Parametric optimization for multi-layered filament-wound cylinder based on hybrid method of GA-PSO coupled with local sensitivity analysis' 的科研主题。它们共同构成独一无二的指纹。

引用此