|本期目录/Table of Contents|

[1]王起全,李鹏昇.基于大数据的大型活动拥挤踩踏事故预警分析研究[J].中国安全生产科学技术,2017,13(12):58-66.[doi:10.11731/j.issn.1673-193x.2017.12.009]
 WANG Qiquan,LI Pengsheng.Research on early warning analysis of crowded stampede accident in large-scale activity based on big data[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2017,13(12):58-66.[doi:10.11731/j.issn.1673-193x.2017.12.009]
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基于大数据的大型活动拥挤踩踏事故预警分析研究
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
13
期数:
2017年12期
页码:
58-66
栏目:
职业安全卫生管理与技术
出版日期:
2017-12-31

文章信息/Info

Title:
Research on early warning analysis of crowded stampede accident in large-scale activity based on big data
文章编号:
1673-193X(2017)-12-0058-09
作者:
王起全李鹏昇
(中国劳动关系学院 安全工程系,北京 100048)
Author(s):
WANG Qiquan LI Pengsheng
(Safety Engineering Department, China Institute of Industrial Relations, Beijing 100048, China)
关键词:
拥挤踩踏预警模型大数据技术预控对策
Keywords:
crowded stampede early warning model big data technology prevention and control measures
分类号:
X913
DOI:
10.11731/j.issn.1673-193x.2017.12.009
文献标志码:
A
摘要:
为预防大型活动拥挤踩踏事故发生,以拥挤踩踏事故为研究对象,结合系统安全理论和预警原理,运用大数据技术建立拥挤踩踏事故预警模型。以上海外滩拥挤踩踏事故为实例,通过热力图预警分析、人群流向预警分析和地图搜索量预警分析,在事故发生前进行监测、识别、诊断和评价,得出存在事故早期征兆,属于Ⅱ级预警范围,应启动预警对控措施;并将预控对策与当晚实际事故发生过程中采取的对策进行对比,进一步说明基于大数据技术的拥挤踩踏预警对上海外滩拥挤踩踏事故预防和控制的有效性,相关预警技术和方法可为大型活动科学预防和控制拥挤踩踏事故提供技术支撑。
Abstract:
To prevent the occurrence of crowded stampede accidents in the large-scale activity, an early warning model of crowded stampede accident was established by using the big data technology through taking the crowded stampede accidents as the research object and combining with the system safety theory and the early warning principles. Taking the Shanghai Bund crowded stampede accident as the case, the monitoring, identification, diagnosis and evaluation were carried out before the occurrence of the accident through the early warning analysis on the thermodynamic diagram, the crow flow direction and the map search volume. The results showed that there existed the early signs of accident, which belonged to the scope of Ⅱ grade early warning, so the early warning control measures should be started. The prevention and control measures were compared with the countermeasure adopted in the process of accident case, which further proved the effectiveness of crowded stampede early warning based on big data technology for the prevention and control of Shanghai Bund crowded stampede accident. It provides the technical support for the scientific prevention and control of crowded stampede accidents in the large-scale activity.

参考文献/References:

[1]Gustave Le Bon.The Crowd A Study of the Popular Mind[M].Kessinger Publishing, 2003.
[2]Helbing D, Farkas I, Vicsek T. Simulating dynamical features of escape panic[J]. Nature, 2000, 407(6803):487.
[3]Keβel A, Klüpfel H, Schreckenberg M. Microscopic simulation of pedestrian crowd motion[A]// Pedestrian and Evacuation Dynamics[C]. 2002:193-202.
[4]Lee R S C, Hughes R L. Exploring trampling and crushing in a crowd[J]. Journal of Transportation Engineering, 2005, 131(8):575-582.
[5]Krausz B, Bauckhage C. Loveparade 2010: automatic video analysis of a crowd disaster[J]. Computer Vision & Image Understanding, 2012, 116(3):307-319.
[6]Nelson H E,MacLennan H A.Emergency Movement,SFPE Handbook of fire Protection Engineering[M]. NFPA Quincy MA, USA, 1988.
[7]Wirz M, Mitleton-Kelly E, Franke T, et al. Using mobile technology and a participatory sensing approach for crowd monitoring and management during large-scale mass gatherings[M]. Co-evolution of Intelligent Socio-technical Systems. Springer Berlin Heidelberg, 2013:61-77.
[8]熊艳, 冯志斌. 人员密集场所人流安全预警管控系统的探讨[A]// 中国职业安全健康协会2009年学术年会论文集[C]. 2009.
[9]李焘, 金龙哲, 马英楠,等. 大型活动客流监测预警方法研究[J]. 中国安全生产科学技术, 2012, 8(4):75-80. LI Tao, JIN Longzhe, MA Yingnan, et al. Study on method for monitoring and early-warning of passenger flow in large-scale activities[J].Journal of Safety Science and Technology, 2012,8(4):75-80.
[10]刘茂, 王振. 人群拥挤踩踏事故的风险分析及预防控制[A]// 中国灾害防御协会风险分析专业委员会年会[C]. 2006.
[11]白锐, 梁力达, 田宏. 人群聚集场所拥挤踩踏事故原因分析与对策[J]. 工业安全与环保, 2009, 35(2):47-49. BAI Rui, LIANG Lida, TIAN Hong. Analysis of cause and countermeasures of stampede accident in crowd-gathered place[J]. Industry Safety and Environmental Protection, 2009,35(2):47-49.
[12]白锐. 室外大型社会活动拥挤踩踏事故机理研究[D]. 沈阳:沈阳航空工业学院, 2009.
[13]张青松, 刘金兰, 赵国敏. 大型公共场所人群拥挤踩踏事故机理初探[J]. 自然灾害学报, 2009, 18(6):81-86. ZHANG Qingsong, LIU Jinlan, ZHAO Guomin. Discussion on cause mechanism of crowd crushing trampling accident in large-scale public places[J].Journal of Natural Disasters, 2009,18(6):81-86.
[14]胡清梅. 大型公共建筑环境中人群拥挤机理及群集行为特性的研究[D]. 北京:北京交通大学, 2006.
[15]佟瑞鹏, 李春旭, 郑毛景,等. 拥挤踩踏事故风险定量评价模型及其优化分析[J]. 中国安全科学学报, 2013, 23(12):90-94. TONG Ruipeng,LI Chunxu,ZHENG Maojing,et al. A quantitative risk assessment model of crowded stampede accident and its optimization analysis[J]. China Safety Science Journal, 2013,23(12):90-94.
[16]张青松, 刘金兰, 赵国敏. 人群拥挤踩踏事故后果微观建模及模拟分析[J]. 安全与环境学报, 2008, 8(4):164-168. ZHANG Qingsong, LIU Jinlan,ZHAO Guomin.Microscopic modeling and simulation analysis for crowd crushing trampling accident consequence[J].Journal of Safety and Environment, 2008,8(4):164-168.
[17]王起全. 基于赋权关联度算法的地铁拥挤踩踏事故风险研究[J]. 中国安全科学学报, 2013, 23(5):94-100. WANG Qiquan. Research on crowded stampede accident risk at subway based on empowering related degree method[J]. China Safety Science Journal, 2013,23(5):94-100.
[18]王起全, 金龙哲. 大型活动拥挤踩踏事故灰色层次分析[J]. 辽宁工程技术大学学报(社会科学版), 2008, 10(5):500-503. WANG Qiquan,JIN Longzhe. Analysis of GAHP in crowded stampede accidents in large-scale activities[J]. Journal of Liaoning Technical University (Social Science Edition), 2008,10(5):500-503.
[19]曾范敬, 张鹤飞. 大数据在预防踩踏事故中的应用[J]. 中国人民公安大学学报(社会科学版), 2015, 31(3):79-84. ZENG Fanjing, ZHANG Hefei. Application of large data in prevention of stagnation[J]. People’s public security university of China (social science edition), 2015,31(3):79-84.
[20]赵曦. 云计算架构在银行批处理流程优化中的应用研究[J]. 软件导刊, 2013, 12(10):1-4. ZHAO Xi. Research on the application of cloud computing architecture in bank batch process optimization[J]. Software Guide, 2013,12(10):1-4.
[21]李建辉, 陈俊旭, 单一唯. 大数据对公安情报流程影响研究[J]. 湖北警官学院学报, 2015, 28(3):20-23. LI Jianhui, CHEN Junxu, SHAN Yiwei.Research on the influence of large data on public security information flow[J]. Journal of Hubei University of Police, 2015,28(3):20-23.
[22]嵇方.会展活动安全事故成因分析及预警模型研究[D].上海:同济大学,2007.
[23]北京市园林局. 公园、风景名胜区安全管理规范: DB11/ 280—2005[S].北京:2005.

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备注/Memo

备注/Memo:
中国劳动关系学院2017年研究生教育教学改革项目(YJG1701);国家安监总局2017安全生产重特大事故防治关键技术科技项目(beijing-0001-2017AQ)
更新日期/Last Update: 2018-01-29