2.765

2022影响因子

(CJCR)

  • 中文核心
  • EI
  • 中国科技核心
  • Scopus
  • CSCD
  • 英国科学文摘

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

平行应急疏散系统:基本概念、体系框架及其应用

周敏 董海荣 徐惠春 李浥东 王飞跃

周敏, 董海荣, 徐惠春, 李浥东, 王飞跃. 平行应急疏散系统:基本概念、体系框架及其应用. 自动化学报, 2019, 45(6): 1074-1086. doi: 10.16383/j.aas.c180558
引用本文: 周敏, 董海荣, 徐惠春, 李浥东, 王飞跃. 平行应急疏散系统:基本概念、体系框架及其应用. 自动化学报, 2019, 45(6): 1074-1086. doi: 10.16383/j.aas.c180558
ZHOU Min, DONG Hai-Rong, XU Hui-Chun, LI Yi-Dong, WANG Fei-Yue. Parallel Emergency Evacuation Systems: Basic Concept, Framework and Applications. ACTA AUTOMATICA SINICA, 2019, 45(6): 1074-1086. doi: 10.16383/j.aas.c180558
Citation: ZHOU Min, DONG Hai-Rong, XU Hui-Chun, LI Yi-Dong, WANG Fei-Yue. Parallel Emergency Evacuation Systems: Basic Concept, Framework and Applications. ACTA AUTOMATICA SINICA, 2019, 45(6): 1074-1086. doi: 10.16383/j.aas.c180558

平行应急疏散系统:基本概念、体系框架及其应用

doi: 10.16383/j.aas.c180558
基金项目: 

博士后创新人才支持计划 BX20190029

中央高校基本科研业务费 2018JBZ002

中央高校基本科研业务费 2019JBM079

详细信息
    作者简介:

    董海荣  北京交通大学轨道交通控制与安全国家重点实验室教授.主要研究方向为列车运行控制与辅助驾驶, 行人动力学.E-mail:hrdong@bjtu.edu.cn

    徐惠春  中国铁路北京局集团有限公司科技和信息化部主任, 教授级高工, 中国铁路总公司百千万人才专业带头人.主要研究方向为铁路基建项目工程建设, 铁路信息系统科技研发, 铁路技术规章与标准制定.E-mail:xhc6789@139.com

    李浥东  北京交通大学计算机与信息技术学院副教授.主要研究方向为多媒体计算, 数据挖掘, 云计算与高性能计算和智能交通系统.E-mail:ydli@bjtu.edu.cn

    王飞跃  中国科学院自动化研究所复杂系统管理与控制国家重点实验室主任, 国防科技大学军事计算实验与平行系统技术研究中心主任, 中国科学院大学中国经济与社会安全研究中心主任, 青岛智能产业技术研究院院长.主要研究方向为平行系统的方法与应用, 社会计算, 平行智能以及知识自动化.E-mail:feiyue.wang@ia.ac.cn

    通讯作者:

    周敏  北京交通大学轨道交通控制与安全国家重点实验室博士后.2019年获得北京交通大学交通信息工程及控制博士学位.主要研究方向为行人与疏散动力学和平行管理.本文通信作者.E-mail:zhoumin@bjtu.edu.cn

Parallel Emergency Evacuation Systems: Basic Concept, Framework and Applications

Funds: 

Postdoctoral Innovative Talent Project BX20190029

Fundamental Research Funds for Central Universities 2018JBZ002

Fundamental Research Funds for Central Universities 2019JBM079

More Information
    Author Bio:

    Professor at the State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University. Her research interest covers train operation control and advanced driver assistance systems and pedestrian dynamics

    Professor of engineering and the director in the Science and Information Department, China Railway Beijing Group Co., Ltd., Professional leader of Millions of Talents at China Railway Corporation. His research interest covers railway infrastructure engineering, science and information technologies and technical regulations and standards

    Associate professor at the School of Computer and Information Technology, Beijing Jiaotong University. His research interest covers multimedia computing, data mining, cloud computing and high performance computing, and intelligent transportation systems

    State specially appointed expert and director of the State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences. Professor of the Research Center for Computational Experiments and Parallel Systems Technology, National University of Defense Technology. Director of China Economic and Social Security Research Center in University of Chinese Academy of Sciences. Dean of Qingdao Academy of Intelligent Industries. His research interest covers methods and applications for parallel systems, social computing, parallel intelligence, and knowledge automation

    Corresponding author: ZHOU Min Postdoctoral research fellow at the State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University. He received his Ph. D. degree in traffic information engineering and control from Beijing Jiaotong University in 2019. His research interest covers pedestrian and evacuation dynamics and parallel management. Corresponding author of this paper
  • 摘要: 突发事件通常具有难以预测、多成因关联、危害性大及演变复杂等特点,应急情况下如何安全高效疏散人员是应急管控领域的重要研究内容.本文将基于人工系统(Artificial systems,A)、计算实验(Computational experiments,C)、平行执行(Parallel excution,P)方法的平行系统理论引入到应急管控领域,提出平行应急疏散系统(Parallel emergency evacuation systems,PeES)基本概念,构建系统体系框架及集成平台,并介绍人工应急疏散系统、计算实验、平行执行等主要功能模块的基本功能及实现方法.通过PeES能实现虚实应急疏散系统的管理与控制、应急方案的实验与评估以及相关人员的学习与培训.最后,以轨道交通枢纽站火灾场景下的乘客应急疏散为典型应用对平行应急疏散系统进行初步验证.
    1)  本文责任编委 张俊
  • 图  1  平行系统基本框架

    Fig.  1  The basic framework of parallel system

    图  2  突发事件分类

    Fig.  2  Category of emergency

    图  3  突发事件应对流程图

    Fig.  3  Flow chart of treatment for emergency

    图  4  基于ACP方法的平行应急疏散系统框架设计思路

    Fig.  4  The design idea of ACP-based parallel emergency evacuation systems

    图  5  集成平台的框架结构

    Fig.  5  Framework of integration platform

    图  6  基于代理的人工应急疏散系统

    Fig.  6  Agent-based artificial parallel emergency evacuation systems

    图  7  平行应急疏散系统计算实验框架

    Fig.  7  Framework of computational experiments in parallel emergency evacuation systems

    图  8  平行执行框架及原理

    Fig.  8  Framework and principle of parallel execution

    图  9  轨道交通枢纽站平行应急疏散系统平台:硬件配置(左)和软件平台界面(右)

    Fig.  9  Platform of parallel emergency evacuation systems (PeES) for rail transportation hub stations: hardware configurations (left) and the interface of software platform (right)

    图  10  某枢纽站2D平面图

    Fig.  10  The 2D floor plan of a hub station

    图  11  疏散开始30 s, 45 s和60 s时2种不同方案下站台乘客疏散快照

    Fig.  11  The snapshots of passenger evacuation under different evacuation strategies at the time of 30 s, 45 s and 60 s

    图  12  站台剩余乘客数与疏散时间的关系

    Fig.  12  Number of passengers in the subway platform against evacuation time under different evacuation strategies

    表  1  人员Agent模型默认属性值

    Table  1  Default values of individual agent's characteristics

    参数属性默认值
    $m_i$质量80 kg
    $r_i$半径0.3 m
    $\tau_i$弛豫时间0.5 s
    $A_i$回避力强度2 000 N
    $B_i$回避因子0.08 m
    $\kappa$滑动摩擦因子 $2.4 \times 10^5 {\rm kgm}^{-1} {\rm s}^{-1}$
    $k$身体压缩因子 $1.2 \times 10^5 {\rm kgm}^{-1}s^{-1}$
    $v_i^0$期望速度N$(1.34, 0.26) {\rm ms}^{-1}$
    $R_{inf}$影响半径11 m
    $R_{vf}$视野半径10 m
    $\beta_i$愿意跟随程度1
    $a_i$引导信息可得度1
    $b_1$位置反馈因子0.05
    $b_2$速度反馈因子0.05
    $\lambda _i$各向异性0.5
    下载: 导出CSV

    表  2  乘客应急疏散计算实验结果(s)

    Table  2  Experimental results of passenger emergency evacuation (s)

    对照方案方案1方案2
    单次疏散时间1468781
    平均疏散时间143.292.580.8
    标准差28.48.25.5
    下载: 导出CSV
  • [1] 闪淳昌.建立健全突发事件应急预案.中国减灾, 2004, (6):15-16 http://d.old.wanfangdata.com.cn/Periodical/zgjz200406007

    Shan Chun-Chang. Establish a sound emergency response plan. Disaster Reduction in China, 2004, (6):15-16 http://d.old.wanfangdata.com.cn/Periodical/zgjz200406007
    [2] 曹杰, 杨晓光, 汪寿阳.突发公共事件应急管理研究中的重要科学问题, 公共管理学报, 2007, (4):84-85 http://d.old.wanfangdata.com.cn/Periodical/ggglxb200702012

    Cao Jie, Yang Xiao-Guang, Wang Shou-Yang. Important scientific issues in the research of public emergency management. Journal of Public Management, 2007, (4):84-85 http://d.old.wanfangdata.com.cn/Periodical/ggglxb200702012
    [3] 范维澄.国家突发公共事件应急管理中科学问题的思考和建议.中国科学基金, 2007, (2):71-76 doi: 10.3969/j.issn.1000-8217.2007.02.003

    Fan Wei-Cheng. Advisement and suggestion to scientific problems of emergency management for public incidents. Bulletin of National Natural Science Foundation of China, 2007, (2):71-76 doi: 10.3969/j.issn.1000-8217.2007.02.003
    [4] 杨列勋, 邓云峰.国家突发公共事件应急管理中的科学问题.自然科学进展, 2007, 17(4):505 doi: 10.3321/j.issn:1002-008X.2007.04.024

    Yang Lie-Xun, Deng Yun-Feng. Scientific problems of emergency management. Progress in Natural Science, 2007, 17(4):505 doi: 10.3321/j.issn:1002-008X.2007.04.024
    [5] 计雷, 池宏, 陈安, 陈建明, 赵红.突发事件应急管理.北京:高等教育出版社, 2006

    Ji Lei, Chi Hong, Chen An, Chen Jian-Ming, Zhao Hong. Emergency management. Beijing:Higher Education Press, 2006
    [6] 何建敏, 刘春林.应急管理与应急系统.北京:科学出版社, 2005

    He Jian-Min, Liu Chun-Lin. Emergency management and emergency systems. Beijing:Sciences Press, 2005
    [7] Tan L, Hu M Y, Lin H. Agent-based simulation of building evacuation:Combining human behavior with predictable spatial accessibility in a fire emergency. Information Sciences, 2015, (295):53-66
    [8] Zhou M, Dong H R, Wen D, Yao X M, Sun X B. Modeling of crowd evacuation with assailants via a fuzzy logic approach. IEEE Transactions on Intelligent Transportation Systems, 2016, 17(9):2395-2407 doi: 10.1109/TITS.2016.2521783
    [9] Zhang H, Liu H, Qin X, Liu B X. Modified two-layer social force model for emergency earthquake evacuation. Physica A:Statistical Mechanics and its Applications, 2018, (492):1107-1119 http://cn.bing.com/academic/profile?id=b1c4233af886f769e5c30abbd20a8bcb&encoded=0&v=paper_preview&mkt=zh-cn
    [10] 王飞跃.关于复杂系统研究的计算理论与方法.中国基础科学, 2004, 6(5):3-10 doi: 10.3969/j.issn.1009-2412.2004.05.001

    Wang Fei-Yue. Computational theory and method on complex system. China Basic Science, 2004, 6(5):3-10 doi: 10.3969/j.issn.1009-2412.2004.05.001
    [11] 王飞跃.平行系统方法与复杂系统的管理和控制.控制与决策, 2004, 19(5):485-489, 514 doi: 10.3321/j.issn:1001-0920.2004.05.002

    Wang Fei-Yue. Parallel system methods for management and control of complex systems. Control and Decision, 2004, 19(5):485-489, 514 doi: 10.3321/j.issn:1001-0920.2004.05.002
    [12] 王飞跃.计算实验方法与复杂系统行为分析和决策评估.系统仿真学报, 2004, 16(5):893-897 doi: 10.3969/j.issn.1004-731X.2004.05.009

    Wang Fei-Yue. Computational experiments for behavior analysis and decision evaluation of complex systems. Journal of System Simulation, 2004, 16(5):893-897 doi: 10.3969/j.issn.1004-731X.2004.05.009
    [13] 王飞跃.人工社会、计算实验、平行系统——关于复杂社会经济系统计算研究的讨论.复杂系统与复杂性科学, 2004, 1(4):25-35 doi: 10.3969/j.issn.1672-3813.2004.04.002

    Wang Fei-Yue. Artificial societies, computational experiments, and parallel systems:a discussion on computational theory of complex social-economic systems. Complex Systems and Complexity Science, 2004, 1(4):25-35 doi: 10.3969/j.issn.1672-3813.2004.04.002
    [14] Wang F Y. Parallel control and management for intelligent transportation systems:concepts, architectures, and applications. IEEE Transactions on Intelligent Transportation Systems, 2010, 11(3):630-638 doi: 10.1109/TITS.2010.2060218
    [15] Lv Y S, Zhang X Q, Kang W W, Duan Y J. Managing Emergency Traffic evacuation with a partially random destination allocation strategy:a computational-experiment-based optimization approach. IEEE Transactions on Intelligent Transportation Systems, 2015, 16(4):2182-2191 doi: 10.1109/TITS.2015.2399852
    [16] Ning B, Tang T, Dong H R, Wen D, Liu D R. An introduction to parallel control and management for high-speed railway systems. IEEE Transactions on Intelligent Transportation Systems, 2011, 12(4):1473-1483 doi: 10.1109/TITS.2011.2159789
    [17] Dong H R, Ouyang R H, Ning B, Chen G R. Parallel experiment for urban rail emergency evacuation:An approach for hub identification. IEEE Intelligent Systems, 2013, 28(4):52-59 doi: 10.1109/MIS.2013.55
    [18] 王飞跃, 王晓, 袁勇, 王涛, 林懿伦.社会计算与计算社会:智慧社会的基础与必然.科学通报, 2015, 60(5-6):460-469 http://www.cnki.com.cn/Article/CJFDTOTAL-KXTB2015Z1008.htm

    Wang Fei-Yue, Wang Xiao, Yuan Yong, Wang Tao, Lin Yi-Lun. Social computing and computational societies:The foundation and consequence of smart societies. Chinese Science Bulletin, 2015, 60(5-6):460-469 http://www.cnki.com.cn/Article/CJFDTOTAL-KXTB2015Z1008.htm
    [19] 王飞跃, 张梅, 孟祥冰, 王蓉, 王晓, 张志成, 等.平行手术:基于ACP的智能手术计算方法.模式识别与人工智能, 2017, 30(11):961-970 http://d.old.wanfangdata.com.cn/Periodical/mssbyrgzn201711001

    Wang Fei-Yue, Zhang Mei, Meng Xiang-Bing, Wang Rong, Wang Xiao, Zhang Zhi-Cheng, et al. Parallel surgery:an acp-based approach for intelligent operations. Pattern Recognition And Artificial Intelligence, 2017, 30(11):961-970 http://d.old.wanfangdata.com.cn/Periodical/mssbyrgzn201711001
    [20] Duan W, Cao Z D, Wang Y Z, Zhu B, Zeng D, Wang F Y, et. al. An ACP approach to public health emergency management:using a campus outbreak of H1N1 influenza as a case study. IEEE Transactions on Systems, Man, and Cybernetics:Systems, 2013, 43(5):1028-1041 doi: 10.1109/TSMC.2013.2256855
    [21] 袁勇, 王飞跃.平行区块链:概念, 方法与内涵解析.自动化学报, 2017, 43(10):1703-1712 http://www.aas.net.cn/CN/abstract/abstract19148.shtml

    Yuan Yong, Wang Fei-Yue. Parallel Blockchain:Concept, Methods and Issues. Acta Automatica Sinica, 2017, 43(10):1703-1712 http://www.aas.net.cn/CN/abstract/abstract19148.shtml
    [22] 袁勇, 王飞跃.区块链技术发展现状与展望.自动化学报, 2016, 42(4):481-494 http://www.aas.net.cn/CN/abstract/abstract18837.shtml

    Yuan Yong, Wang Fei-Yue. Blockchain:The State of the Art and Future Trends. Acta Automatica Sinica, 2016, 42(4):481-494 http://www.aas.net.cn/CN/abstract/abstract18837.shtml
    [23] 袁勇, 倪晓春, 曾帅, 王飞跃.区块链共识算法的发展现状与展望.自动化学报, 2018, 44(11):2011-2022 http://www.aas.net.cn/CN/abstract/abstract19383.shtml

    Yuan Yong, Ni Xiao-Chun, Zeng Shuai, Wang Fei-Yue. Blockchain Consensus Algorithms:The State of the Art and Future Trends. Acta Automatica Sinica, 2018, 44(11):2011-2022 http://www.aas.net.cn/CN/abstract/abstract19383.shtml
    [24] 王飞跃.平行应急管理系统PeMS的体系框架及其应用研究.中国应急管理, 2007, (12):22-28 http://www.cnki.com.cn/Article/CJFDTotal-YIGU200712009.htm

    Wang Fei-Yue. PeMS:parallel execution-based emergency management system. China Emergence Management, 2007, (12):22-28 http://www.cnki.com.cn/Article/CJFDTotal-YIGU200712009.htm
    [25] 王飞跃, 邱晓刚, 曾大军, 曹志冬, 樊宗臣.基于平行系统的非常规突发事件计算实验平台研究.复杂系统与复杂性科学, 2010, 7(4):1-10 doi: 10.3969/j.issn.1672-3813.2010.04.001

    Wang Fei-Yue, Qiu Xiao-Gang, Zeng Da-Jun, Cao Zhi-Dong, Fan Zong-Chen. A computational experimental platform for emergency response based on parallel systems. Complex Systems and Complexity Science, 2010, 7(4):1-10 doi: 10.3969/j.issn.1672-3813.2010.04.001
    [26] 孙绪彬, 董海荣, 宁滨, 高童欣, 孔庆杰.基于ACP方法的应急疏散系统研究.自动化学报, 2014, 40(1):16-23 http://www.aas.net.cn/CN/abstract/abstract18262.shtml

    Sun Xu-Bin, Dong Hai-Rong, Ning Bin, Gao Tong-Xin, Kong Qing-Jie. ACP-based emergency evacuation system. Acta Automatica Sinica, 2014, 40(1):16-23 http://www.aas.net.cn/CN/abstract/abstract18262.shtml
    [27] 胡玉玲, 王飞跃, 刘希未.基于ACP方法的高层建筑火灾中人员疏散策略研究.自动化学报, 2014, 40(2):185-196 http://www.aas.net.cn/CN/abstract/abstract18281.shtml

    Hu Yu-Ling, Wang Fei-Yue, Liu Xi-Wei. ACP-based Research on evacuation strategies for high-rise building fire. Acta Automatica Sinica, 2014, 40(2):185-196 http://www.aas.net.cn/CN/abstract/abstract18281.shtml
    [28] 伦淑娴. ACP理论的平行执行方式分类研究.自动化学报, 2012, 38(10):1602-1608 http://www.aas.net.cn/CN/abstract/abstract17769.shtml

    Lun Shu-Xian. Research on the classification of parallel execution mode of ACP theory. Acta Automatica Sinica, 2012, 38(10):1602-1608 http://www.aas.net.cn/CN/abstract/abstract17769.shtml
    [29] Helbing D, Farkas I, Vicsek T. Simulating dynamical features of escape panic. Nature, 2000, 470(6803):487-490 http://d.old.wanfangdata.com.cn/OAPaper/oai_arXiv.org_cond-mat%2f0302021
    [30] Liu Q. A social force model for the crowd evacuation in a terrorist attack. Physica A:Statistical Mechanics and its Applications, 2018, (502):315-330 http://cn.bing.com/academic/profile?id=b04dcd0c904c5a346876064f23c723d4&encoded=0&v=paper_preview&mkt=zh-cn
    [31] Burstedde C, Klauck K, Schadschneider A, Zittartz J. Simulation of pedestrian dynamics using a two-dimensional cellular automaton. Physica A:Statistical Mechanics and its Applications, 2001, 295(3):507-525 http://cn.bing.com/academic/profile?id=cd307f24774cb6ca1fd8e70b0c90dbcc&encoded=0&v=paper_preview&mkt=zh-cn
    [32] Lu L, Chan C Y, Wang J, Wang W. A study of pedestrian group behaviors in crowd evacuation based on an extended floor field cellular automaton model. Transportation Research, Part C:Emerging Technologies, 2017, (81):317-329 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=77ec70d9c774f5ecd9feb8781bc14cfe
    [33] Antonini G, Bierlaire M, Weber M. Discrete choice models of pedestrian walking behavior. Transportation Research Part B:Methodological, 2006, 40(8):667-687 doi: 10.1016/j.trb.2005.09.006
    [34] Zhou M, Dong H R, Wang F Y, Wang Q L, Yang X X. Modeling and simulation of pedestrian dynamical behavior based on a fuzzy logic approach. Information Sciences, 2016, (360):112-130 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=7e894635d1d4c0d3a64c56f991fccb3f
    [35] Zhou M, Dong H R, Wen D, Yao X M, Sun X B. Modeling of crowd evacuation with assailants via a fuzzy logic approach. IEEE Transactions on Intelligent Transportation Systems, 2016, 17(9):2395-2407 doi: 10.1109/TITS.2016.2521783
    [36] Wang Q L, Dong H R, Ning B, Wang L Y, Yin G, Two-time-scale hybrid traffic models for pedestrian crowds. IEEE Transactions on Intelligent Transportation Systems, 2018, 17(11):3449-3460 http://cn.bing.com/academic/profile?id=a1157369a8277a70baa2e68edb626ba2&encoded=0&v=paper_preview&mkt=zh-cn
    [37] Yang X X, Dong H R, Wang Q L, Chen Y, Hu X M. Guided crowd dynamics via modified social force model. Physica A:Statistical Mechanics and its Applications, 2014, (411):63-73 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=11f321c8e7490fe275c45ff433822b1a
    [38] Yang X X, Dong H R, Yao X M, Sun X B, Wang Q L, Zhou M. Necessity of guides in pedestrian emergency evacuation. Physica A:Statistical Mechanics and its Applications, 2016, (442):397-408 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=e5a91f2c5d67c9d5c888fd3301bd8165
  • 加载中
图(12) / 表(2)
计量
  • 文章访问数:  3825
  • HTML全文浏览量:  405
  • PDF下载量:  386
  • 被引次数: 0
出版历程
  • 收稿日期:  2018-08-25
  • 录用日期:  2018-12-21
  • 刊出日期:  2019-06-20

目录

    /

    返回文章
    返回