AGENT-BASED SIMULATION OF METROPOLITAN AREA EVACUATION BY UNMANNED AIR MOBILITY

被引:1
|
作者
West, Jonathan [1 ]
Sherry, Lance [2 ]
机构
[1] George Mason Univ, Fairfax, VA 22030 USA
[2] George Mason Univ, Ctr Air Transportat Syst Res, Fairfax, VA 22030 USA
关键词
D O I
10.1109/icns50378.2020.9222890
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Researchers have proposed a portfolio of autonomous transportation systems for metropolitan areas including Urban Air Mobility (UAM) systems. Urban Air Mobility systems consist of low occupant battery operated helicopters, similar to drones. In a future state, when Urban Air Mobility is a ubiquitous transportation option, urban planners will need to understand the potential role of the Urban Air Mobility system for an efficient evacuation of a metropolitan area. An agent-based model is used to assess the evacuation efficiency as throughput and time to complete. The agent-based model includes autonomous Urban Air Mobility systems operating in an urban environment on routes defined by existing city streets and originating at a central location that may be on the ground or on the top of a building. In the event of an evacuation, the routing of each Urban Air Mobility unit is determined by a central air traffic flow management system to maximize the evacuation throughput. Standard deviation of time-to-complete is computing to understand where the model shows convergence. The implications of the results and limitations of the model are discussed.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Analysis on Tsunami Evacuation Options with Agent-based Simulation in Tourist Area
    Hatayama, Michinori
    Kosaka, Takato
    Hernandez Hernandeze, Aurora
    [J]. 2018 5TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES FOR DISASTER MANAGEMENT (ICT-DM), 2018,
  • [2] Agent-Based Modeling and Simulation on Emergency Evacuation
    Ren, Chuanjun
    Yang, Chenghui
    Jin, Shiyao
    [J]. COMPLEX SCIENCES, PT 2, 2009, 5 : 1451 - +
  • [3] Agent-Based Simulation of Crowd Evacuation Behavior
    Zaharia, Mihai Horia
    Leon, Florin
    Pal, Cristea
    Pagu, Gabriel
    [J]. PROCEEDINGS OF THE 11TH WSEAS INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL, MODELLING AND SIMULATION: CONTROLLING, MODELLING AND SIMULATION, 2009, : 529 - +
  • [4] Evaluation of vaccination strategies for the metropolitan area of Madrid via agent-based simulation
    Singh, David E.
    Luceron, Carmen Olmedo
    Sanchez, Aurora Limia
    Merino, Miguel Guzman
    Gonzalez, Christian Duran
    Delgado-Sanz, Concepcion
    Gomez-Barroso, Diana
    Carretero, Jesus
    Marinescu, Maria-Cristina
    [J]. BMJ OPEN, 2022, 12 (12):
  • [5] Research Issues in Agent-Based Simulation for Pedestrians Evacuation
    Siyam, Nur
    Alqaryouti, Omar
    Abdallah, Sherief
    [J]. IEEE ACCESS, 2020, 8 : 134435 - 134455
  • [6] Agent-Based Tsunami Evacuation Simulation for Disaster Education
    Wafda, Fathir
    Saputra, Rizqiya Windy
    Nurdin, Yudha
    Nasaruddin
    Munadi, Khairul
    [J]. 2013 INTERNATIONAL CONFERENCE ON ICT FOR SMART SOCIETY (ICISS): THINK ECOSYSTEM ACT CONVERGENCE, 2013, : 177 - 180
  • [7] Agent-based Simulation for IoT Facilitated Building Evacuation
    Dugdale, Julie
    Moghaddam, Mahyar T.
    Muccini, Henry
    [J]. 2019 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES FOR DISASTER MANAGEMENT (ICT-DM 2019), 2019,
  • [8] Agent-based simulation of alternative classroom evacuation scenarios
    Runjiao Liu
    Difei Jiang
    Lei Shi
    [J]. Frontiers of Architectural Research., 2016, 5 (01) - 125
  • [9] Agent-based simulation of alternative classroom evacuation scenarios
    Liu, Runjiao
    Jiang, Difei
    Shi, Lei
    [J]. FRONTIERS OF ARCHITECTURAL RESEARCH, 2016, 5 (01) : 111 - 125
  • [10] Agent-based approach for crowded pedestrian evacuation simulation
    Ben, Xianye
    Huang, Xifa
    Zhuang, Zhaoyi
    Yan, Rui
    Xu, Sen
    [J]. IET INTELLIGENT TRANSPORT SYSTEMS, 2013, 7 (01) : 55 - 67