Does unbelted safety requirement affect protection for belted occupants?

被引:12
作者
Hu, Jingwen [1 ]
Klinich, Kathleen D. [1 ]
Manary, Miriam A. [1 ]
Flannagan, Carol A. C. [1 ]
Narayanaswamy, Prabha [1 ]
Reed, Matthew P. [1 ]
Andreen, Margaret [2 ]
Neal, Mark [2 ]
Lin, Chin-Hsu [2 ]
机构
[1] Univ Michigan, Transportat Res Inst, 2901 Baxter Rd, Ann Arbor, MI 48109 USA
[2] Gen Motors, Warren, MI USA
关键词
Crash simulations; restraint design optimization; field data analysis; field performance evaluation; seat belt interlock; unbelted requirements; RESTRAINT SYSTEM; FRONTAL IMPACT; OPTIMIZATION; CRASHES;
D O I
10.1080/15389588.2017.1298096
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Objective: Federal regulations in the United States require vehicles to meet occupant performance requirements with unbelted test dummies. Removing the test requirements with unbelted occupants might encourage the deployment of seat belt interlocks and allow restraint optimization to focus on belted occupants. The objective of this study is to compare the performance of restraint systems optimized for belted-only occupants with those optimized for both belted and unbelted occupants using computer simulations and field crash data analyses.Methods: In this study, 2 validated finite element (FE) vehicle/occupant models (a midsize sedan and a midsize SUV) were selected. Restraint design optimizations under standardized crash conditions (U.S.-NCAP and FMVSS 208) with and without unbelted requirements were conducted using Hybrid III (HIII) small female and midsize male anthropomorphic test devices (ATDs) in both vehicles on both driver and right front passenger positions. A total of 10 to 12 design parameters were varied in each optimization using a combination of response surface method (RSM) and genetic algorithm. To evaluate the field performance of restraints optimized with and without unbelted requirements, 55 frontal crash conditions covering a greater variety of crash types than those in the standardized crashes were selected. A total of 1,760 FE simulations were conducted for the field performance evaluation. Frontal crashes in the NASS-CDS database from 2002 to 2012 were used to develop injury risk curves and to provide the baseline performance of current restraint system and estimate the injury risk change by removing the unbelted requirement.Results: Unbelted requirements do not affect the optimal seat belt and airbag design parameters in 3 out of 4 vehicle/occupant position conditions, except for the SUV passenger side. Overall, compared to the optimal designs with unbelted requirements, optimal designs without unbelted requirements generated the same or lower total injury risks for belted occupants depending on statistical methods used for the analysis, but they could also increase the total injury risks for unbelted occupants.Conclusions: This study demonstrated potential for reducing injury risks to belted occupants if the unbelted requirements are eliminated. Further investigations are necessary to confirm these findings.
引用
收藏
页码:S85 / S95
页数:11
相关论文
共 22 条
  • [1] Bean JD, 2009, DOT HS 811 202
  • [2] A fast and elitist multiobjective genetic algorithm: NSGA-II
    Deb, K
    Pratap, A
    Agarwal, S
    Meyarivan, T
    [J]. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (02) : 182 - 197
  • [3] Eppinger R., 1999, DEV IMPROVED INJURY
  • [4] Evaluation of response surface methodologies used in crashworthiness optimization
    Forsberg, J
    Nilsson, L
    [J]. INTERNATIONAL JOURNAL OF IMPACT ENGINEERING, 2006, 32 (05) : 759 - 777
  • [5] Multiobjective optimization design for vehicle occupant restraint system under frontal impact
    Gu, Xianguang
    Sun, Guangyong
    Li, Guangyao
    Huang, Xiaodong
    Li, Yongchi
    Li, Qing
    [J]. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2013, 47 (03) : 465 - 477
  • [6] Hallman Jason J, 2011, Ann Adv Automot Med, V55, P147
  • [7] Optimizing the Rear Seat Environment for Older Children, Adults, and Infants
    Hu, Jingwen
    Wu, Jun
    Klinich, Kathleen D.
    Reed, Matthew P.
    Rupp, Jonathan D.
    Cao, Libo
    [J]. TRAFFIC INJURY PREVENTION, 2013, 14 : S13 - S22
  • [8] Rear Seat Restraint System Optimization for Older Children in Frontal Crashes
    Hu, Jingwen
    Wu, Jun
    Reed, Matthew P.
    Klinich, Kathleen D.
    Cao, Libo
    [J]. TRAFFIC INJURY PREVENTION, 2013, 14 (06) : 614 - 622
  • [9] Metamodeling: Radial basis functions, versus polynomials
    Hussain, MF
    Barton, RR
    Joshi, SB
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 138 (01) : 142 - 154
  • [10] Insurance Institute for Highway Safety,, 2014, MOD OV FRONT CRASHW