|本期目录/Table of Contents|

[1]霍非舟,李宇飞,李超,等.考虑行人跨越障碍物能力的元胞自动机模型*[J].中国安全生产科学技术,2022,18(4):211-217.[doi:10.11731/j.issn.1673-193x.2022.04.030]
 HUO Feizhou,LI Yufei,LI Chao,et al.Cellular automata model considering pedestrian’s ability to cross obstacles[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2022,18(4):211-217.[doi:10.11731/j.issn.1673-193x.2022.04.030]
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考虑行人跨越障碍物能力的元胞自动机模型*
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
18
期数:
2022年4期
页码:
211-217
栏目:
职业安全卫生管理与技术
出版日期:
2022-04-30

文章信息/Info

Title:
Cellular automata model considering pedestrian’s ability to cross obstacles
文章编号:
1673-193X(2022)-04-0211-07
作者:
霍非舟李宇飞李超 马亚萍涂文豪
(1.武汉理工大学 中国应急管理研究中心,湖北 武汉 430070;
2.武汉理工大学 安全科学与应急管理学院,湖北 武汉 430070)
Author(s):
HUO Feizhou LI Yufei LI Chao MA Yaping TU Wenhao
(1.China Research Center for Emergency Management,Wuhan University of Technology,Wuhan Hubei 430070,China;
2.School of Safety Science and Emergency Management,Wuhan University of Technology,Wuhan Hubei 430070,China)
关键词:
行人疏散元胞自动机Dijkstra算法跨越障碍物
Keywords:
pedestrian evacuation cellular automata Dijkstra algorithm crossing obstacles
分类号:
X913
DOI:
10.11731/j.issn.1673-193x.2022.04.030
文献标志码:
A
摘要:
为深入研究不同类型的行人跨越障碍物行为,建立改进的元胞自动机模型,利用Dijkstra算法计算静态场,根据跨越障碍物能力不同将行人分为强跨越能力、弱跨越能力和无跨越能力3类,通过调查大型商场出入口相关尺寸参数和障碍物分布情况,构建商场疏散通道的疏散场景,分析可跨越障碍物的摆放方式与长度、行人密度和在障碍物可跨越条件下出口大小等因素对疏散过程的影响。研究结果表明:考虑跨越障碍物行为更符合疏散实际情况,且具有不同跨越能力的行人达到一定比例时最有利于疏散;行人密度越小,可跨越障碍物的位置对疏散影响越明显;出口在一定大小时就已经满足疏散要求,增大出口对疏散促进作用较小。
Abstract:
In order to deeply study different types of behavior of pedestrian crossing obstacles,an improved cellular automata model was established.The Dijkstra algorithm was used to calculate the static field,and according to the ability of crossing obstacles,the pedestrian were divided into three categories: strong crossing ability,weak crossing ability and no crossing ability.Through investigating the related size parameters of entrances and exits and the obstacle distribution of large shopping mall,the evacuation scene of the evacuation passage of shopping mall was constructed,and the influence of the layout and length of the crossing obstacles,pedestrian density and size of exit when the obstacles could be crossed on the evacuation process was analyzed.The results showed that considering the behavior of crossing obstacles was more in line with the actual situation of evacuation,and the pedestrian with different crossing abilities reaching a certain proportion was the most conducive to evacuation.The smaller the pedestrian density,the more obvious the influence of the position of crossing obstacles on the evacuation.The exit could meet the evacuation requirements in a certain size,and increasing the exit had little effect on promoting the evacuation.

参考文献/References:

[1]邓媛媛,郑利平,蔡瑞文.社会行为驱动的疏散仿真方法研究[J].系统仿真学报,2020,32(1):130-141. DENG Yuanyuan,ZHENG Liping,CAI Ruiwen.Research on evacuation simulation method driven by social behavior [J].Journal of System Simulation,2020,32(1):130-141.
[2]胥旋,史聪灵,李建,等.考虑绕行效应的 人员疏散元胞自动机模型研究[J].中国安全生产科学技术,2018,14(2):20-25. XU Xuan,SHI Congling,LI Jian,et al.Study on cellular automata model of personnel evacuation considering detour effect[J].Journal of Safety Science and Technology,2018,14(2):20-25.
[3]陈长坤,童蕴贺.基于元胞自动机恐慌状态下人群疏散模型研究[J].中国安全生产科学技术,2019,15(6):12-17. CHEN Changkun,TONG Yunhe.Research on crowd evacuation model based on cellular automata in panic state [J].China Science and Technology of Work Safety,2019,15(6):12-17.
[4]HELBING D,FARKAS I,VICSEK T.Simulating dynamical features of escape panic [J].Nature,2000,407:487-490.
[5]SHIWAKOTI N,SARVI M,ROSE G,et al,Animal dynamics based approach for modelling pedestrian crowd egress under panic conditions[J].Transportation Research Part B,2011,45:1433-1449.
[6]SHIWAKOTI N,SARVI M.Understanding pedestrian crowd panic:a review on modelorganisms approach[J].Journal of Transport Geography,2013,26:12-17.
[7]岳昊,邵春福,关宏志,等.大型行人步行设施紧急疏散标志设置[J].北京工业大学学报,2013,39(6):120-125. YUE Hao,SHAO Chunfu,GUAN Hongzhi,et al.Setting of emergency evacuation signs for large pedestrian facilities [J].Journal of Beijing University of Technology,2013,39(6):120-125.
[8]FRANK G A,DORSO C O.Room evacuation in the presence of an obstacle [J].Physical A,2011,390:2135-2145.
[9]EMILIANO C,DANIELE P.Handling obstacles in pedestrian simulation:models and optimization [J].Applied Mathematical Modelling,2017,45:285-302.
[10]何栋梁.步行设施内存在障碍物的空间布局特征与行人疏散仿真[D].北京:北京交通大学,2017.
[11]刘天扬.非理性条件下出口位置及形式对群集疏散的影响实验[D].成都:西南交通大学,2017.
[12]何流,李旭宏,卢静.基于动态广义势能场的行人微观模型及仿真[J].系统仿真学报,2014,26(11):2558-2563. HE Liu,LI Xuhong,LU Jing.Pedestrian micro model and simulation based on dynamic generalized potential energy field [J].Journal of System Simulation,2014,26(11):2558-2563.
[13]董力耘,蓝冬恺,段晓茵.双出口教室的人群疏散建模和模拟[J].上海大学学报:自然科学版,2018,24(2):217-224. DONG Liyun,LAN Dongkai,DUAN Xiaoyin.Modeling and simulation of crowd evacuation in double exit classrooms [J].Journal of Shanghai University:Natural Science Edition,2018,24(2):217-224.
[14]宋英华,涂文豪,霍非舟,等.考虑跨越障碍物行为的元胞自动机模型[J].中国安全科学学报,2020,30(4):74-79. SONG Yinghua,TU Wenhao,HUO Feizhou,et al.Cellular automata model considering obstacle crossing behavior [J].China Safety Science Journal,2020,30(4):74-79.
[15]MIRAHADI F,MCCABE B Y.Evacusafe:a real-time model for building evacuation based on dijkstra’s algorithm[J].Journal of Building Engineering,2021,34:101687.
[16]曹祥红,李欣,魏晓鸽,等.基于Dijkstra-ACO 混合算法的应急疏散路径动态规划[J].电子与信息报,2020,42(6):1502-1509. CAO Xianghong,LI Xin,WEI Xiaoge,et al.Dynamic planning of emergency evacuation path based on Dijkstra ACO hybrid algorithm [J].Electronic and Information Daily,2020,42(6):1502-1509.

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备注/Memo

备注/Memo:
收稿日期: 2021-06-13
* 基金项目: 国家自然科学基金项目(51808422);中央高校基本科研业务费专项资金项目(2019IVB005,2020VI002)
作者简介: 霍非舟,博士,副教授,主要研究方向为行人疏散、风险评估。
通信作者: 马亚萍,博士,讲师,主要研究方向为行人疏散、公共安全。
更新日期/Last Update: 2022-05-13