MULTI-SCENARIO SIMULATION OF SUBWAY EMERGENCY EVACUATION BASED ON MULTI-AGENT

被引:17
|
作者
Wang, F. [1 ]
机构
[1] Beijing Jiaotong Univ, Beijing 100044, Peoples R China
关键词
Multi-Agent; Subway Emergency Evacuation; Simulation; MODEL; PASSENGERS; BEHAVIORS;
D O I
10.2507/IJSIMM20-2-CO8
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study introduces the mainstream theory of crowd evacuation based on multi-agent. Then a simulation model is developed based on Agent and Pathfinder to simulate the evacuation of three subway space types, including platform, station hall and stair. In addition, simulation is also carried out on the situation of the reverse running of the firefighters walking ladder and the different distribution of the crowd density. Finally, the simulation parameters are adjusted respectively to observe and compare the simulation results under different circumstances. Through the simulation of the situation of crowd evacuation under different conditions and parameters, key data such as crowd speed, number of people passing through space and remaining number, number of people passing through exit and evacuation path are recorded. These key data and the above simulation test results are vital for constructive suggestions that can be put forward for subway space design and fire control scheme.
引用
收藏
页码:387 / 397
页数:11
相关论文
共 50 条
  • [21] Development of Simulation System for the Disaster Evacuation Based on Multi-Agent Model Using
    GISKeisuke Uno
    Kazuo Kashiyama
    TsinghuaScienceandTechnology, 2008, (S1) : 348 - 353
  • [22] Research on evacuation outside of the building using multi-agent simulation
    An, Shi
    Du, Xianrui
    Wang, Ran
    ISSCAA 2006: 1ST INTERNATIONAL SYMPOSIUM ON SYSTEMS AND CONTROL IN AEROSPACE AND ASTRONAUTICS, VOLS 1AND 2, 2006, : 811 - +
  • [23] Multi-agent Simulation of Passenger Evacuation Considering Ship Motions
    Balakhontceva, Marina
    Karbovskii, Vladislav
    Rybokonenko, Dmitrii
    Boukhanovsky, Alexander
    4TH INTERNATIONAL YOUNG SCIENTIST CONFERENCE ON COMPUTATIONAL SCIENCE, 2015, 66 : 140 - 149
  • [24] Verification Using Multi-agent Simulation for Evacuation Guidance with Robots
    Sugie, Ryuta
    Uchiya, Takahiro
    Takumi, Ichi
    COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS, CISIS-2017, 2018, 611 : 516 - 525
  • [25] Seeking shelter: Towards a multi-agent based simulation of a school lockdown scenario
    Welch, Lawrence
    Ekwaro-Osire, Stephen
    2008 IEEE CONFERENCE ON TECHNOLOGIES FOR HOMELAND SECURITY, VOLS 1 AND 2, 2008, : 281 - 286
  • [26] Integrate multi-agent simulation environment and multi-agent reinforcement learning (MARL) for real-world scenario
    Yeo, Sangho
    Lee, Seungjun
    Choi, Boreum
    Oh, Sangyoon
    11TH INTERNATIONAL CONFERENCE ON ICT CONVERGENCE: DATA, NETWORK, AND AI IN THE AGE OF UNTACT (ICTC 2020), 2020, : 523 - 525
  • [27] Multi-agent simulation of emergency response in nuclear disaster
    Kanno, T
    Morimoto, Y
    Furuta, K
    PROBABILISTIC SAFETY ASSESSMENT AND MANAGEMENT, VOL 1- 6, 2004, : 389 - 394
  • [28] Impact of evacuation design parameter on users' evacuation time using a multi-agent simulation
    Rahman, Syed Ahmad Fadhli Syed Abdul
    Maulud, Khairul Nizam Abdul
    Pradhan, Biswajeet
    Mustorpha, Sharifah Nurul Ain Syed
    Ani, Adi Irfan Che
    AIN SHAMS ENGINEERING JOURNAL, 2021, 12 (02) : 2355 - 2369
  • [29] Modeling human behavior during emergency evacuation using intelligent agents: A multi-agent simulation approach
    Sharma, Sharad
    Ogunlana, Kola
    Scribner, David
    Grynovicki, Jock
    INFORMATION SYSTEMS FRONTIERS, 2018, 20 (04) : 741 - 757
  • [30] Modeling human behavior during emergency evacuation using intelligent agents: A multi-agent simulation approach
    Sharad Sharma
    Kola Ogunlana
    David Scribner
    Jock Grynovicki
    Information Systems Frontiers, 2018, 20 : 741 - 757