Cost-Effective Method of Optimization of Stacking Sequences in the Cylindrical Composite Shells Using Genetic Algorithm

被引:7
作者
Daneshkhah, Ehsan [1 ]
Nedoushan, Reza Jafari [2 ]
Shahgholian, Davoud [2 ]
Sina, Nima [2 ]
机构
[1] Politecn Torino, Dept Mech & Aerosp Engn, Corso Duca Abruzzi 24, I-10129 Turin, Italy
[2] Isfahan Univ Technol, Dept Mech Engn, Esfahan 8415683111, Iran
来源
EUROPEAN JOURNAL OF COMPUTATIONAL MECHANICS | 2020年 / 29卷 / 01期
关键词
Cylindrical composite shells; external pressure; finite element analysis; buckling formula; genetic algorithm; DESIGN OPTIMIZATION; PRESSURE;
D O I
10.13052/ejcm2642-2085.2914
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Buckling is one of the common destructive phenomena, which occurs in composite cylinders subjected to external pressure. In this paper, different methods to optimize the stacking sequence of these cylinders are investigated. A finite element model is proposed in order to predict critical buckling pressure, and the results are validated with previous experimental data. Theoretical analysis based on NASA SP-8007 solution and the simplified equation for cylinder buckling of American Society of Mechanical Engineers ASME RD-1172 are presented and discussed. The results of theoretical and finite element analysis and experimental tests are compared for both glass and carbon epoxy cylinders. Using NASA and ASME formulations, optimal laminations of cylinders in order to maximize buckling pressure, are obtained by the genetic algorithm method. Suggested laminations and the values of corresponding critical buckling pressure calculated by finite element analysis, are presented and compared in various states. Obtained results show that while predicted buckling loads of finite element analysis are reliable, NASA formulation can be used in a very cost-effective method to optimize the buckling problems.
引用
收藏
页码:115 / 138
页数:24
相关论文
共 25 条
[1]   Stacking sequence optimization in composite tubes under internal pressure based on genetic algorithm accounting for progressive damage [J].
Almeida, Jose Humberto S., Jr. ;
Ribeiro, Marcelo L. ;
Tita, Volnei ;
Amico, Sandro C. .
COMPOSITE STRUCTURES, 2017, 178 :20-26
[2]  
[Anonymous], 2013, BOIL PRESS VESS COD
[3]   Buckling of cross-ply cylinders under hydrostatic pressure considering pressure stiffness [J].
Cagdas, Izzet U. ;
Adali, Sarp .
OCEAN ENGINEERING, 2011, 38 (04) :559-569
[4]   Stacking sequence optimization with genetic algorithm using a two-level approximation [J].
Chen, Shenyan ;
Lin, Zhiwei ;
An, Haichao ;
Huang, Hai ;
Kong, Changduk .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2013, 48 (04) :795-805
[5]   Multiple- and single-objective approaches to laminate optimization with genetic algorithms [J].
Costa, L ;
Fernandes, L ;
Figueiredo, I ;
Júdice, J ;
Leal, R ;
Oliveira, P .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2004, 27 (1-2) :55-65
[6]  
da Silva R, 2012, BLUCHER MECH ENG P, V1, P2578
[7]  
Dey P, 2014, GLOBAL J RES ENG, V14
[8]   Winding angle optimization of filament-wound cylindrical vessel under internal pressure [J].
Geng, P. ;
Xing, J. Z. ;
Chen, X. X. .
ARCHIVE OF APPLIED MECHANICS, 2017, 87 (03) :365-384
[9]   Single- and Multi-objective Optimization of Composite Structures: The Influence of Design Variables [J].
Gillet, A. ;
Francescato, P. ;
Saffre, P. .
JOURNAL OF COMPOSITE MATERIALS, 2010, 44 (04) :457-480
[10]   Damage-tolerant design optimization of laminated composite structures using dispersion of ply angles by genetic algorithm [J].
Gyan, Sonali ;
Ganguli, Ranjan ;
Naik, G. Narayana .
JOURNAL OF REINFORCED PLASTICS AND COMPOSITES, 2012, 31 (12) :799-814