Parametric modeling and multiobjective crashworthiness design optimization of a new front longitudinal beam

被引:42
作者
Duan, Libin [1 ]
Jiang, Haobin [1 ]
Geng, Guoqing [1 ]
Zhang, Xuerong [1 ]
Li, Zhanjiang [2 ]
机构
[1] Jiangsu Univ, Sch Automot & Traff Engn, Zhenjiang 212013, Jiangsu, Peoples R China
[2] Nanjing Yueboo Power Syst Co Ltd, Nanjing, Jiangsu, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Parametric modeling; Multiobjective crashworthiness optimization; Front longitudinal beam (FLB); Variable rolled blank (VRB); Variable cross-sectional shape (VCS); THIN-WALLED STRUCTURES; RELIABILITY-BASED OPTIMIZATION; SUPPORT VECTOR REGRESSION; ENERGY-ABSORPTION; CRASHING ANALYSIS; CRUSHING ANALYSIS; SQUARE TUBES; THICKNESS; BEHAVIOR; SYSTEMS;
D O I
10.1007/s00158-018-2134-9
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The front longitudinal beam (FLB) is the most important energy-absorbing and crashing force-transmitting structure of a vehicle under front-impact collision. For better weight reduction and crashworthiness of the FLB, a new structure, variable rolled blank-variable cross-sectional shape FLB (VRB-VCS FLB), is proposed. It has both the continuous variation of thickness and variable cross-sectional shape in space. As the thickness distribution and cross-sectional shape change continuously, the proposed structure evolves into three distinct forms, i.e., the uniform-thickness FLB, variable rolled blank FLB, and variable cross-sectional shape FLB. However, literature on parametric modeling and crashworthiness design optimization of the VRB-VCS FLB is very limited. This paper proposes a parametric modeling method of VRB-VCS FLB with manufacturing constraints. Multiobjective crashworthiness design optimization is performed to explore the lightweightness and crashworthiness performance of the VRB-VCS FLB. Firstly, thickness distribution and cross-sectional shape parameters are defined. Secondly, local parametric subsystem front-impact model is established to balance accuracy and efficiency. Thirdly, a multiobjective optimization model of VRB-VCS FLB is constructed. Finally, a fully automated design of experiment platform is established to improve the data collection efficiency, and epsilon-support vector regression technique and non-dominated sorting genetic algorithm II are utilized to search the Pareto optimal frontier. The numerical results show that the lightweightness and crashworthiness of the VRB-VCS FLB are significantly improved when compared with the uniform-thickness FLB.
引用
收藏
页码:1789 / 1812
页数:24
相关论文
共 56 条
[11]   A fast and elitist multiobjective genetic algorithm: NSGA-II [J].
Deb, K ;
Pratap, A ;
Agarwal, S ;
Meyarivan, T .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (02) :182-197
[12]   Multi-objective system reliability-based optimization method for design of a fully parametric concept car body [J].
Duan, Libin ;
Li, Guangyao ;
Cheng, Aiguo ;
Sun, Guangyong ;
Song, Kai .
ENGINEERING OPTIMIZATION, 2017, 49 (07) :1247-1263
[13]   Design optimization of tailor-rolled blank thin-walled structures based on ε-support vector regression technique and genetic algorithm [J].
Duan, Libin ;
Xiao, Ning-cong ;
Li, Guangyao ;
Cheng, Aiguo ;
Chen, Tao .
ENGINEERING OPTIMIZATION, 2017, 49 (07) :1148-1165
[14]   An efficient lightweight design strategy for body-in-white based on implicit parameterization technique [J].
Duan, Libin ;
Xiao, Ning-cong ;
Hu, Zhaohui ;
Li, Guangyao ;
Cheng, Aiguo .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2017, 55 (05) :1927-1943
[15]   Crashworthiness design of vehicle structure with tailor rolled blank [J].
Duan, Libin ;
Sun, Guangyong ;
Cui, Junjia ;
Chen, Tao ;
Cheng, Aiguo ;
Li, Guangyao .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2016, 53 (02) :321-338
[16]   Topology optimization for crashworthiness of thin-walled structures under axial impact using hybrid cellular automata [J].
Duddeck, Fabian ;
Hunkeler, Stephan ;
Lozano, Pablo ;
Wehrle, Erich ;
Zeng, Duo .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2016, 54 (03) :415-428
[17]   Crash analysis and energy absorption characteristics of S-shaped longitudinal members [J].
Elmarakbi, Ahmed ;
Long, Yee Xin ;
MacIntyre, John .
THIN-WALLED STRUCTURES, 2013, 68 :65-74
[18]   Dynamic crashing behavior of new extrudable multi-cell tubes with a functionally graded thickness [J].
Fang, Jianguang ;
Gao, Yunkai ;
Sun, Guangyong ;
Zheng, Gang ;
Li, Qing .
INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, 2015, 103 :63-73
[19]   Theoretical prediction of the progressive buckling and energy absorption of the sinusoidal corrugated tube subjected to axial crushing [J].
Hao, Wenqian ;
Xie, Jiamiao ;
Wang, Fenghui .
COMPUTERS & STRUCTURES, 2017, 191 :12-21
[20]   Automatic concept model generation for optimisation and robust design of passenger cars [J].
Hilmann, J. ;
Paas, M. ;
Haenschke, A. ;
Vietor, T. .
ADVANCES IN ENGINEERING SOFTWARE, 2007, 38 (11-12) :795-801