Automotive Engineering ›› 2024, Vol. 46 ›› Issue (3): 509-519.doi: 10.19562/j.chinasae.qcgc.2024.03.015
Tiefang Zou(),Zhiqi Liu,Xiangting Yuan,Taishan Cao,Zhuzi Liu
Received:
2023-08-01
Revised:
2023-09-29
Online:
2024-03-25
Published:
2024-03-18
Contact:
Tiefang Zou
E-mail:tiefang@163. com
Tiefang Zou,Zhiqi Liu,Xiangting Yuan,Taishan Cao,Zhuzi Liu. Simulation of Pedestrian-Ground Contact Injury in Vehicle-Pedestrian Collisions and Robustness Analysis of Protection Methods[J].Automotive Engineering, 2024, 46(3): 509-519.
"
Test number | Vehicle | Pedestrian | NBLEH a | ||||
---|---|---|---|---|---|---|---|
Model | Speed/(km·h-1) | Age(y/o) | Sex | Height/m | Mass/kg | ||
Test 01 | Peugeot 307 | 30.5 | 88 | Male | 1.74 | 66 | 0.7 |
Test 02 | Peugeot 307 | 30.4 | 83 | Male | 1.72 | 69 | 0.7 |
Test 03 | Citroen C4 | 20.4 | 94 | Male | 1.67 | 64 | 0.9 |
Test 04 | Citroen C4 | 21.0 | 83 | Male | 1.67 | 55 | 0.9 |
Test 05 | Renault Kangoo Ⅱ | 30.1 | 94 | Female | 1.58 | 38 | 1.2 |
Test 06 | Renault Kangoo Ⅱ | 30.4 | 86 | Male | 1.62 | 69 | 1.1 |
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行人模型 | Test 01 | Test 02 | Test 03 | |||
---|---|---|---|---|---|---|
Head-x | Head-z | Head-x | Head-z | Head-x | Head-z | |
PC2006 | 0.277 | 0.125 | 0.656 | 0.451 | 0.316 | 0.200 |
PC2011 | 0.107 | 0.104 | 0.559 | 0.408 | 0.263 | 0.172 |
PC2014 | 0.183 | 0.266 | 0.578 | 0.268 | 0.213 | 0.091 |
BWM | 0.116 | 0.467 | 0.478 | 0.290 | 0.234 | 0.199 |
行人模型 | Test 04 | Test 05 | Test 06 | |||
Head-x | Head-z | Head-x | Head-z | Head-x | Head-z | |
PC2006 | 0.121 | 0.103 | 1.538 | 0.241 | 1.175 | 0.267 |
PC2011 | 0.534 | 0.139 | 0.523 | 0.162 | 1.099 | 0.300 |
PC2014 | 0.171 | 0.080 | 0.399 | 0.151 | 0.859 | 0.137 |
BWM | 0.194 | 0.093 | 0.619 | 0.204 | 1.241 | 0.273 |
"
车辆接触 | Test 01 | Test 02 | Test 03 | Test 04 | Test 05 | Test 06 | MEH |
---|---|---|---|---|---|---|---|
PC2006 | 162.9 | 2.8 | 40.1 | 160.8 | 67 | 86.72 | |
PC2011 | 49.2 | 51.2 | 204.8 | 13.4 | 77.2 | 79.16 | |
PC2014 | 22.5 | 2.0 | 1.3 | 3.1 | 1.5 | 6.07 | |
BWM | 98.6 | 193.6 | 19.4 | 84.5 | 64.9 | 92.2 | |
地面接触 | Test 01 | Test 02 | Test 03 | Test 04 | Test 05 | Test 06 | MEH |
PC2006 | 59.2 | 33.7 | 9.7 | 12.7 | 78.3 | 38.72 | |
PC2011 | 59.8 | 11.1 | 67.4 | 74.7 | 58.9 | 54.38 | |
PC2014 | 13.1 | 3.2 | 3.3 | 3.0 | 6.7 | 5.85 | |
BWM | 62.4 | 61.7 | 86.2 | 7.2 | 30.4 | 49.58 |
1 | SIMMS C, WOOD D.Pedestrian and cyclist impact: a biomechanical perspective[M].Berlin:Springer Science & Business Media,2009. |
2 | OTTE D, POHLEMANN T.Analysis and load assessment of secondary impact to adult pedestrians after car collisions on roads[C]. Proceedings of the 2001 International IRCOBI on the Biomechanics of impact.ISLE OF MAN (UK):International Research Council on the Biokinetics of Impacts(IRCOBI),2001:143-157. |
3 | GUILLAUME A, HERMITTE T.Car or ground: which causes more pedestrian injuries?[C]. 24th International Technical Conference on the Enhanced Safety of Vehicles (ESV).Gothenburg,Sweden:National Highway Traffic Safety Administration,2015(15-0084). |
4 | TAMURA A, KOIDE T, YANG K H.Effects of ground impact on traumatic brain injury in a fender vault pedestrian crash[J].International Journal of Vehicle Safety,2015,8(1):85-100. |
5 | 邹铁方, 肖璟, 胡林, 等.轿车-行人事故中人体损伤来源与相关性分析[J].汽车工程,2017,39(7):747-753. |
ZOU T, XIAO J, HU L, et al.Human-body injury sources and correlation analysis on car-pedestrian accidents[J].Automotive Engineering,2017,39(7):747-753. | |
6 | SHANG S, OTTE D, SIMMS C K.Pedestrian-ground contact injuries observed from German in-depth accident data[C]. 2017 IRCOBI Conference.Antwerp,Belgium:International Research Council on Biomechanics of Injury (IRCOBI),2017:166-167. |
7 | SHI L, HAN Y, HUANG H, et al.Analysis of pedestrian-to-ground impact injury risk in vehicle-to-pedestrian collisions based on rotation angles[J].Journal of Safety Research,2018,64:37-47. |
8 | SHANG S, MASSON C, TEELING D, et al.Kinematics and dynamics of pedestrian head ground contact: a cadaver study[J].Safety Science,2020,127:104684. |
9 | KHAYKIN A, LARNER D L.Adhesive vehicle front end for mitigation of secondary pedestrian impact:United States,US9340178B1[P].2016-05-17. |
10 | GUPTA A, ALVAREZ F, DANIEL T, et al.Investigating the use of adhesively‐coated external airbag to reduce post‐impact kinematics[C]. IRCOBI Conference.Antwerp,Belgium:International Research Council on Biomechanics of Injury (IRCOBI),2017:363-372. |
11 | HIDETOSHI, KENYU N, MASAKI O, et al.Research of pedestrian injury reduction mechanism between the beginning of the collisionand fallL of the ground[C]. 26th International Technical Conference on the Enhanced Safety of Vehicles (ESV):Technology:Enabling a Safer Tomorrow.Eindhoven,Netherlands:National Highway Traffic Safety Administration,2019(19-0285). |
12 | ZOU T, SHANG S, SIMMS C.Potential benefits of controlled vehicle braking to reduce pedestrian ground contact injuries[J].Accident Analysis and Prevention,2019,129:94-107. |
13 | ZOU T, LIU Q, ZHA A, et al.New observations from real-world vehicle-pedestrian collisions in reducing ground related injury by controlling vehicle braking[J].International Journal of Crashworthiness,2020,27(2):614-631. |
14 | 邹铁方, 刘期, 刘朱紫, 等.真实事故中通过制动控制降低人地碰撞损伤的潜在效益及时空约束[J].机械工程学报,2021,57(22):266-276. |
ZOU T, LIU Q, LIU Z, et al.Potential benefits and constraints of reducing ground related injury by controlling vehicle braking in real world vehicle-pedestrian accidents[J].Journal of Mechanical Engineering,2021,57(22):266-276. | |
15 | 邹铁方, 刘朱紫, 肖璟, 等.一种降低人-地撞击损伤的车辆制动控制方法[J].汽车工程,2021,43(1):105-112. |
ZOU T, LIU Z, XIAO J, et al.A vehicle braking control method for reducing pedestrian‑ground impact injury[J].Automotive Engineering,2021,43(1):105-112. | |
16 | 邹铁方, 周靖.参数扰动下基于制动控制的人地碰撞损伤防护风险[J].汽车工程,2023,45(2):313-323. |
ZOU T, ZHOU J.The protection risk of pedestrian-ground collision injury based on braking control under parameter disturbance[J].Automotive Engineering,2023,45(2):313-323. | |
17 | TAMURA A, DUMA S.A study on the potential risk of traumatic brain injury due to ground impact in a vehicle-pedestrian collision using full-scale finite element models[J].International Journal of Vehicle Safety,2011,5(2):117-136. |
18 | SIMMS C K, WOOD D P.Effects of pre-impact pedestrian position and motion on kinematics and injuries from vehicle and ground contact[J].International Journal of Crashworthiness,2006,11(4):345-355. |
19 | SHANG S, MASSON C, LLARI M, et al.The predictive capacity of the MADYMO ellipsoid pedestrian model for pedestrian ground contact kinematics and injury evaluation[J].Accident Analysis and Prevention,2021,149:105803. |
20 | PENG Y, CHEN Y, YANG J, et al.A study of pedestrian and bicyclist exposure to head injury in passenger car collisions based on accident data and simulations[J].Safety Science,2012,50(9):1749-1759. |
21 | TIAN J, ZHANG C, WANG Q.Analysis of craniocerebral injury in facial collision accidents[J].PLoS One,2020,15(10):e0240359. |
22 | WU H, HAN Y, PAN D, et al.The head AIS 4+ injury thresholds for the elderly vulnerable road user based on detailed accident reconstructions[J].Front Bioeng Biotechnol,2021,9:682015. |
23 | MARTíNEZ F, PáEZ J, FURONES A, et al.Pedestrian-vehicle accidents reconstruction with PC-Crash®: sensibility analysis of factors variation[J].Transportation Research Procedia,2016,18:115-121. |
24 | MANDELíK J, BUNDZEL M.Application of neural network in order to recognise individuality of course of vehicle and pedestrian body contacts during accidents[J].International Journal of Crashworthiness,2018,24(2):221-234. |
25 | ZHANG Y, LAN F, CHEN J.Analysis of influencing factors of pedestrian injury based on orthogonal test[C]. 2021 IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC),2021:1237-1240. |
26 | CHENG R, PAN Y, XIE L, et al.Analysis of vehicle-pedestrian accident risk based on simulation experiments[J].Mathematical Problems in Engineering,2022:1-14. |
27 | ZOU T, LI H, CAI M, et al.A case-oriented approach for analyzing the uncertainty of a reconstructed result based on the evidence theory[J].International Journal of Legal Medicine,2019,133(4):1089-1106. |
28 | STEFFAN H.Pc-Crash technical manual version 7.3[M].Linz, Austrian:Dr Steffan Datentechnik GmbH,2006. |
29 | CROCETTA G, PIANTINI S, PIERINI M, et al.The influence of vehicle front-end design on pedestrian ground impact[J].Accident Analysis and Prevention,2015,79:56-69. |
30 | ZOU T, LIU Z, WANG D, et al.Methods, upper limit and reason for reducing pedestrian ground contact injury by controlling vehicle braking[J].International Journal of Crashworthiness,2022,27(4):1140-1151. |
31 | ZOU T, ZHA A, LIU Q, et al.Pedestrian gaits observed from actual pedestrian-vehicle collisions[J].International Journal of Crashworthiness,2020,27(1):1-23. |
32 | UNTAROIU C D, MEISSNER M U, CRANDALL J R, et al.Crash reconstruction of pedestrian accidents using optimization techniques[J].International Journal of Impact Engineering,2009,36(2):210-219. |
33 | MIZUNO K, HORIKI M, ZHAO Y, et al.Analysis of fall kinematics and injury risks in ground impact in car-pedestrian collisions using impulse[J].Accident Analysis and Prevention,2022,176:106793. |
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