吉林大学学报(工学版) ›› 2018, Vol. 48 ›› Issue (4): 1133-1139.doi: 10.13229/j.cnki.jdxbgxb20170851

Previous Articles     Next Articles

Multiobjective optimization design for dummy chest structure based on MBNWS algorithm

YOSHINO Tatsuo, FAN Lu-lu, YAN Lei, XU Tao, LIN Ye, GUO Gui-kai   

  1. College of Mechanical Science and Engineering, Jilin University, Changchun 130022,China
  • Received:2017-10-08 Online:2018-07-01 Published:2018-07-01

Abstract: A simplified finite element model of the dummy chest is established based on sensitivity analysis of the structural material properties. The model is characterized with coarse and fine meshes and also satisfies the experimental calibration. In order to improve the anthropomorphic precision of the simplified model, the engineering issue is abstracted as a multiobjective optimization issue, which aims to reduce errors of both chest displacement and pendulum force between the simplified dummy and the physical dummy simultaneously. Considering sternum material parameters as the optimization parameters, high precision surrogate models of objectives are constructed by polynomial response surface method. A MBNWS algorithm is proposed, which is based on BFGS method in conjunction with weighted sum technique and Frisch method. The Pareto optimal solution and its front of the optimization problem for dummy chest are achieved by the MBNWS algorithm. The optimized dummy chest structure can simulate the mechanical response of the physical dummy chest more accurately during vehicle collision. In addition, the MBNWS algorithm is proved fast and efficient, and it is suitable to solve multiobjective optimization problem in engineering practice.

Key words: mechanical design, vehicle crash, dummy chest modeling, multiobjective optimization, Pareto optimal solution, weighted sum method, BFGS algorithm

CLC Number: 

  • TH122
[1] 公安部交通管理局.中华人民共和国道路交通事故统计年报(2012年度)[M]. 北京:人民交通出版社,2013.
[2] Nirula R,Pintar F A.Identification of vehicle components associated with severe thoracic injury in motor vehicle crashes:a CIREN and NASS analysis[J].Accident Analysis and Prevention,2008,40:137-141.
[3] Shin J,Untaroiu C,Lessley D,et al.Thoracic response to shoulder belt loading:investigation of chest stiffness and longitudinal strain pattern of ribs [C]∥SAE Paper,2009-01-0384.
[4] 中国汽车技术研究中心. 中国新车评价规程(C-NCAP)2015版[S/OL].[2017-04-27].http:∥www.c-ncap.org.
[5] 商恩义,周大永,刘卫国,等. 某车偏置碰撞中假人胸部压缩变形量偏大的影响因素[J].汽车安全与节能学报 2016, 7(1):60-65.
Shang En-yi, Zhou Da-yong, Liu Wei-guo, et al.Influencing factors of the dummy chest displacement behave excessively large of a vehicle in the frontal offset impact test[J]. Automotive Safety and Energy, 2016, 7(1):60-65.
[6] Forman J, Lessley D, Shaw C G, et al.Thoracic response of belted PMHS, the Hybrid III, and the THOR-NT mid-sized male surrogates in low speed, frontal crashes[J]. Stapp Car Crash Journal, 2006, 50:191.
[7] Mizuno K J, Nezaki S, Ito D.Comparison of chest injury measures of hybrid III dummy[J]. International Journal of Crashworthiness, 2017, 22(1):38-48.
[8] 郝亮,徐涛,吉野辰萌,等.参数化诱导槽设计的吸能盒结构抗撞性多目标优化[J].吉林大学学报:工学版, 2013,43(1):39-44.
Hao Liang, Xu Tao, Yoshino Tatsuo, et al.Multi-objective optimization for crashworthiness of crash box with parameterized inducing grooves[J]. Journal of Jilin University(Engineering and Technology Edition),2013,43(1):39-44.
[9] Faustman D, Hauptfeld V, Lacy P, et al.A multi-objective surrogate-based optimization of the crashworthiness of a hybrid impact absorber[J]. International Journal of Mechanical Sciences, 2014, 88(13):46-54.
[10] Geoffrion A M.Proper efficiency and the theory of vector maximization[J]. Journal of Mathematical Analysis and Applications, 1968, 22(3):618-630.
[11] Yang G, Xu T, Li X, et al.An efficient hybrid algorithm for multi-objective optimization problems with upper and lower bounds in engineering[J]. Mathematical Problems in Engineering, 2015, 10:1-13.
[12] Povalej Ž.Quasi-Newton's method for multi-objective optimization[J]. Journal of Computational and Applied Mathematics, 2014, 255:765-777.
[13] NHTSA. Test dummy specification, NHTSA CFR part 572[S]. USA, NHTSA,1995.
[14] 任露泉. 试验优化设计与分析[M]. 长春:吉林科学技术出版社,2001:174-188.
[15] 袁亚湘. 非线性优化计算方法[M]. 北京:科学出版社,2007:158-165.
[1] BI Qiu-shi,WANG Guo-qiang,HUANG Ting-ting,MAO Rui,LU Yan-peng. Tooth strength analysis of mineral sizer by coupling discrete element method and finite element method [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1770-1776.
[2] ZHU Wei,WANG Chuan-wei,GU Kai-rong,SHEN Hui-ping,XU Ke,WANG Yuan. Stiffness and dynamics analysis of a new type of tensegrity parallel mechanism [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1777-1786.
[3] LIU Jian-fang, WANG Ji-bo, LIU Guo-jun, LI Xin-bo, LIANG Shi-hai, YANG Zhi-gang. PMMA micromixer embedded with 3D channel based on piezoelectric actuation [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1500-1507.
[4] WANG Tao, SAN Xiao-gang, GAO Shi-jie, WANG Hui-xian, WANG Jing, NI Ying-xue. Dynamic characteristics of vertical shaft system of photoelectric turntable [J]. 吉林大学学报(工学版), 2018, 48(4): 1099-1105.
[5] LIU Kun, LIU Yong, YAN Jian-chao, JI Shuo, SUN Zhen-yuan, XU Hong-wei. Dynamic analysis of sit-to-stand human motion based on in vitro-sensor detection [J]. 吉林大学学报(工学版), 2018, 48(4): 1140-1146.
[6] HE Ji-lin, CHEN Yi-long, WU Kang, ZHAO Yu-ming, WANG Zhi-jie, CHEN Zhi-wei. Energy flow analysis of crane hoisting system and experiment of potential energy recovery system [J]. 吉林大学学报(工学版), 2018, 48(4): 1106-1113.
[7] XIE Chuan-liu, TANG Fang-ping, SUN Dan-dan, ZHANG Wen-peng, XIA Ye, DUAN Xiao-hui. Model experimental analysis of pressure pulsation in vertical mixed-flow pump system [J]. 吉林大学学报(工学版), 2018, 48(4): 1114-1123.
[8] SUN Xiu-rong, DONG Shi-min, WANG Hong-bo, LI Wei-cheng, SUN Liang. Comparison of multistage simulation models of entire sucker rod with spatial buckling in tubing [J]. 吉林大学学报(工学版), 2018, 48(4): 1124-1132.
[9] LIU Zhi-feng, ZHAO Dai-hong, WANG Yu-mo, HUN Lian-ming, ZHAO Yong-sheng, DONG Xiang-min. Relationship between bearing capacity of heavy machine hydrostatic rotary table and temperature field distribution of oil pad [J]. 吉林大学学报(工学版), 2018, 48(3): 773-780.
[10] CAO Jing-hua, KONG Fan-sen, RAN Yan-zhong, SONG Rui-chen. Back pressure controller design of air compressor based on fuzzy self-adaptive PID control [J]. 吉林大学学报(工学版), 2018, 48(3): 781-786.
[11] LI Rui, ZHANG Lu-yang, LIU Lin, WU Yue-yuan, CHEN Shi-wei. Magneto-rheological vibration isolation for three-span bridge based on similarity theory [J]. 吉林大学学报(工学版), 2018, 48(3): 787-795.
[12] CHEN Zhong-min, HOU Li, DUAN Yang, ZHANG Qi, YANG Zhong-xue, JIANG Yi-qiang. Vibration analysis of a new pin-cycloid speed reducer [J]. 吉林大学学报(工学版), 2018, 48(1): 174-185.
[13] LIU Nian, XU Tao, XU Tian-shuang, HU Xian-lei, LIU Wei-hai. Lightweight design of TRB dashboard cross beam [J]. 吉林大学学报(工学版), 2018, 48(1): 199-204.
[14] LIU Wei-na, ZHOU Xiao-long, JIANG Zhen-hai, MA Feng-lei. Improved empirical mode decomposition method based on optimal feature [J]. 吉林大学学报(工学版), 2017, 47(6): 1957-1963.
[15] LI Jia-qi, NI Ji-min, GAO Xu-nan, SHI Xiu-yong, XU Xiao-chuan. Analysis of lubrication performance of floating ring bearing considering radial temperature gradient [J]. 吉林大学学报(工学版), 2017, 47(6): 1782-1790.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] Guo Kong-hui;Wang Shuang;Ding Hai-tao;Zhang Jian-wei . Elastic coupling characteristic of unsymmetrical rubber bushings of rear suspension[J]. 吉林大学学报(工学版), 2007, 37(06): 1225 -1228 .
[2] PENG Qi-yuan,XU Jin,ZHENG Sheng-bao,SHAO Yi-ming,DENG Tian-min. Effect of road pavement material change at tunnel entrance and exit on vehicle operation and optimization of transition location[J]. 吉林大学学报(工学版), 2009, 39(06): 1497 -1503 .
[3] WANG Xin,JIANG Ji-hai. Regenerative braking control strategy for wheel drive hydraulic hybrid vehicle[J]. 吉林大学学报(工学版), 2009, 39(06): 1544 -1549 .
[4] WU Jian,DONG Hui-juan,ZHANG Song-bai,ZHANG Guang-yu. Novel primary series matching scheme for piezoelectric ultrasonic transducer[J]. 吉林大学学报(工学版), 2009, 39(06): 1641 -1645 .
[5] ZHENG Wen-Zhong, WAN Fu-Xiong, LI Shi-Guang. Mechanical performance of reinforced concrete slabs strengthened with CFRP sheets bonded with an inorganic adhesive after fire[J]. 吉林大学学报(工学版), 2010, 40(05): 1244 -1249 .
[6] LIU Song-shan, WANG Qing-nian, WANG Wei-hua, LIN Xin. Influence of inertial mass on damping and amplitude-frequency characteristic of regenerative suspension[J]. 吉林大学学报(工学版), 2013, 43(03): 557 -563 .
[7] CHU Liang, WANG Yan-bo, QI Fu-wei, ZHANG Yong-sheng. Control method of inlet valves for brake pressure fine regulation[J]. 吉林大学学报(工学版), 2013, 43(03): 564 -570 .
[8] LI Jing, WANG Zi-han, YU Chun-xian, HAN Zuo-yue, SUN Bo-hua. Design of control system to follow vehicle state with HIL test beach[J]. 吉林大学学报(工学版), 2013, 43(03): 577 -583 .
[9] ZHU Jian-feng, LIN Yi, CHEN Xiao-kai, SHI Guo-biao. Structural topology optimization based design of automotive transmission housing structure[J]. 吉林大学学报(工学版), 2013, 43(03): 584 -589 .
[10] HU Xing-jun, LI Teng-fei, WANG Jing-yu, YANG Bo, GUO Peng, LIAO Lei. Numerical simulation of the influence of rear-end panels on the wake flow field of a heavy-duty truck[J]. 吉林大学学报(工学版), 2013, 43(03): 595 -601 .