A Social Force Model Considering Falls and Injuries of Pedestrian Counterflow on Slopes

被引:0
作者
Hu Z. [1 ,2 ]
Wei Y. [1 ]
Zeng T. [1 ]
Ma Y. [3 ]
机构
[1] School of Transportation and Logistics, Southwest Jiaotong University, Chengdu
[2] National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu
[3] Institute for Disaster Management and Reconstruction, Sichuan University, Chengdu
来源
Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University | 2023年 / 58卷 / 05期
关键词
falls and injuries; impatience; pedestrian counterflow; slopes; social force model;
D O I
10.3969/j.issn.0258-2724.20220296
中图分类号
U41 [道路工程]; TU997 [];
学科分类号
0814 ;
摘要
When pedestrians move on the slope, their force condition, speed, and mental states are different from those on the flat road, so it is difficult to apply the existing social force model for effective simulation. Therefore, the social force model was improved by considering the movement characteristics of pedestrians on slopes. The improved model calibrated pedestrian speed on slopes based on previous empirical data to a desired value, and the probability calculation method of pedestrian falls under the pushing behavior was proposed. Meanwhile, pedestrian falls, injuries, and impatience were simulated according to their weight, acceleration, body pressure, and waiting time in real time. The simulation results of pedestrian counterflow on slopes show that the increase in slope gradient and initial pedestrian density prolongs the movement time and increases the per capita accident rate of the crowd to 38.0%. Pedestrian impatience contributes to the formation of lane effects but reduces the movement efficiency of the crowd. In the fundamental pedestrian flow diagram, the trend of the flow-density relationship under high slopes is not as obvious as that under a flat road, and the average speed of pedestrians under different slopes is relatively close. © 2023 Science Press. All rights reserved.
引用
收藏
页码:1100 / 1109
页数:9
相关论文
共 37 条
[1]  
MA Jian, WANG Ruocheng, QIU Qianqian, Passenger assignment model for emergency evacuation in metro rail tunnels, Journal of the China Railway Society, 38, 6, pp. 8-14, (2016)
[2]  
MA J A, SHI D D, LI T, Et al., Experimental study of single-file pedestrian movement with height constraints, Journal of Statistical Mechanics: Theory and Experiment, 2020, 7, (2020)
[3]  
KAWAMURA K, TOKUHIRO A, TAKECHI H., Gait analysis of slope walking: a study on step length, stride width, time factors and deviation in the center of pressure, Acta Medica Okayama, 45, 3, pp. 179-184, (1991)
[4]  
SUN J, WALTERS M, SVENSSON N, Et al., The influence of surface slope on human gait characteristics: a study of urban pedestrians walking on an inclined surface, Ergonomics, 39, 4, pp. 677-692, (1996)
[5]  
MCINTOSH A S, BEATTY K T, DWAN L N, Et al., Gait dynamics on an inclined walkway, Journal of Biomechanics, 39, 13, pp. 2491-2502, (2006)
[6]  
FINNIS K K, WALTON D., Field observations to determine the influence of population size, location and individual factors on pedestrian walking speeds, Ergonomics, 51, 6, pp. 827-842, (2008)
[7]  
PINGEL T J., Modeling slope as a contributor to route selection in mountainous areas, Cartography and Geographic Information Science, 37, 2, pp. 137-148, (2010)
[8]  
WALL-SCHEFFLER C M., Sex differences in incline-walking among humans, Integrative and Comparative Biology, 55, 6, pp. 1155-1165, (2015)
[9]  
SHEEHAN R C, GOTTSCHALL J S., At similar angles, slope walking has a greater fall risk than stair walking, Applied Ergonomics, 43, 3, pp. 473-478, (2012)
[10]  
MEEDER M, AEBI T, WEIDMANN U., The influence of slope on walking activity and the pedestrian modal share, Transportation Research Procedia, 27, pp. 141-147, (2017)