Sensitivity analysis and reliability based design optimization for high-strength steel tailor welded thin-walled structures under crashworthiness

被引:68
作者
Song, Xueguan [1 ]
Sun, Guangyong [2 ]
Li, Qing [2 ]
机构
[1] Dalian Univ Technol, Sch Mech Engn, Dalian 116024, Peoples R China
[2] Univ Sydney, Sch Aerosp Mech & Mechatron Engn, Sydney, NSW 2006, Australia
基金
澳大利亚研究理事会; 中国国家自然科学基金;
关键词
Tailor welded blanks (TWB); Crashworthiness; Surrogate model; Global sensitivity analysis; Reliability based design optimization; ROBUST OPTIMIZATION; METAMODELING DEVELOPMENT; LIGHTWEIGHT DESIGN; VEHICLE; BODY; ALGORITHM; WHITE;
D O I
10.1016/j.tws.2016.09.003
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Tailor welded blanks (TWB) have been widely applied in automobile industry. This paper firstly conducts experimental tests to investigate the crashworthiness of three different types of TWB hat-shaped structures. Their combinations provide three representative TWB configurations: namely the same material grade with different wall thicknesses; different grades with the same thickness, different material grades with different thicknesses, respectively. Secondly, the finite element (FE) models corresponding to each of the samples are established to perform crashworthiness analysis. It is exhibited that the FE simulations are in good agreement with the experimental tests. Thirdly, the surrogate models are constructed to approximate the crashworthiness responses of these TWB structures. Fourthly, a sensitivity analysis is conducted to explore the effects of the weld line location, wall thickness and material properties for each segment of TWB structures subject to crashing load. The results showed that the wall thickness is most sensitive to the crashworthiness of TWB structures. Finally, reliability based design optimization is carried out by taking into account the uncertainties in the TWB configuration. The results demonstrate that the optimized TWB tubes are capable to improve energy absorption as well as enhance the reliability, potentially being an ideal structure for crashworthiness. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:132 / 142
页数:11
相关论文
共 48 条
[1]   Improving the accuracy of vehicle crashworthiness response predictions using an ensemble of metamodels [J].
Acar, Erdem ;
Solanki, Kiran .
INTERNATIONAL JOURNAL OF CRASHWORTHINESS, 2009, 14 (01) :49-61
[2]  
[Anonymous], MAT DES
[3]  
[Anonymous], THESIS
[4]  
[Anonymous], P I MECH ENG D
[5]  
[Anonymous], CMES COMPUT MODEL EN
[6]   Comparative study of laser welding in tailor blanks for the automotive industry [J].
Assuncao, Eurico ;
Quintino, Luisa ;
Miranda, Rosa .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 49 (1-4) :123-131
[7]   Sensitivity analysis for volcanic source modeling quality assessment and model selection [J].
Cannavo, Flavio .
COMPUTERS & GEOSCIENCES, 2012, 44 :52-59
[8]   Effects of roof crush loading scenario upon body in white using topology optimisation [J].
Christensen, J. ;
Bastien, C. ;
Blundell, M. V. .
INTERNATIONAL JOURNAL OF CRASHWORTHINESS, 2012, 17 (01) :29-38
[9]   Sequential optimization and reliability assessment method for efficient probabilistic design [J].
Du, XP ;
Chen, W .
JOURNAL OF MECHANICAL DESIGN, 2004, 126 (02) :225-233
[10]   A comparative study of metamodeling methods for multiobjective crashworthiness optimization [J].
Fang, H ;
Rais-Rohani, M ;
Liu, Z ;
Horstemeyer, MF .
COMPUTERS & STRUCTURES, 2005, 83 (25-26) :2121-2136