Multi-objective optimization of multi-cell conical structures under dynamic loads

被引:11
作者
Pirmohammad, Sadjad [1 ]
Esmaeili-Marzdashti, Sobhan [1 ]
机构
[1] Univ Mohaghegh Ardabili, Dept Mech Engn, Ardebil 179, Iran
关键词
crashworthiness; multi-cell conical tube; axial and oblique loads; complex proportional assessment (COPRAS); multi-objective optimization; ENERGY-ABSORPTION CHARACTERISTICS; SQUARE ALUMINUM EXTRUSIONS; FILLED BITUBAL STRUCTURES; CRASHWORTHINESS OPTIMIZATION; CRUSHING BEHAVIOR; HEXAGONAL COLUMNS; POLYGONAL TUBES; CIRCULAR TUBES; HYBRID METHOD; FOAM;
D O I
10.1007/s11771-019-4187-3
中图分类号
TF [冶金工业];
学科分类号
0806 ;
摘要
In this paper, crashworthiness performance of multi-cell conical tubes with new sectional configuration design (i.e. square, hexagonal, octagonal, decagon and circular) has been evaluated under axial and three different oblique loads. The same weight conical tubes were comparatively studied using an experimentally validated finite element model generated in LS-DYNA. Complex proportional assessment (COPRAS) method was then employed to select the most efficient tube using two conflicting criteria, namely peak collapse force (PCF) and energy absorption (EA). From the COPRAS calculations, the multi-cell conical tube with decagonal cross-section (MCDT) showed the best crashworthiness performance. Furthermore, the effects of possible number of inside ribs on the crashworthiness of the decagonal conical tubes were also evaluated, and the results displayed that the tubes performed better as the number of ribs increased. Finally, parameters (the cone angle, theta, and ratio of the internal tube size to the external one, S) of MCDT were optimized by adopting artificial neural networks (ANN) and genetic algorithm (GA) techniques. Based on the multi-objective optimization results, the optimum dimension parameters were found to be theta=7.9 degrees, S=0.46 and theta=8 degrees, S=0.74 from the minimum distance selection (MDS) and COPRAS methods, respectively.
引用
收藏
页码:2464 / 2481
页数:18
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