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Increasing awareness in classroom evacuation situations using agent-based modeling

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  • Delcea, Camelia
  • Cotfas, Liviu-Adrian

Abstract

Educational properties have recorded an average of 4980 structure fires between 2011 and 2015 according to US National Fire Protection Association. It has been determined that four out of five fires in schools have occurred between 6 a.m. and 6 p.m., when pupils were around. Even though the percentage of structure fires in educational properties has fallen over the years, there is still place for improvement and knowing how to react in such situations can contribute to reducing pupils’ injuries and also to their lifesaving. Thus, the present paper analysis the possibility of using agent-based simulations in NetLogo for a classroom with two exits in order to increase pupils’ awareness on how to act during an evacuation process caused by a fire. Based on an empirical study, it has been observed that after presenting the NetLogo evacuation simulation, the pupils’ awareness has increased with up to 22.99%, having a direct result on the overall evacuation time and their safety.

Suggested Citation

  • Delcea, Camelia & Cotfas, Liviu-Adrian, 2019. "Increasing awareness in classroom evacuation situations using agent-based modeling," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 523(C), pages 1400-1418.
  • Handle: RePEc:eee:phsmap:v:523:y:2019:i:c:p:1400-1418
    DOI: 10.1016/j.physa.2019.04.137
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    References listed on IDEAS

    as
    1. Huan-Huan, Tian & Li-Yun, Dong & Yu, Xue, 2015. "Influence of the exits’ configuration on evacuation process in a room without obstacle," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 420(C), pages 164-178.
    2. Yang, Xiaoxia & Dong, Hairong & Yao, Xiuming & Sun, Xubin & Wang, Qianling & Zhou, Min, 2016. "Necessity of guides in pedestrian emergency evacuation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 442(C), pages 397-408.
    3. Song, Xiao & Zhang, Zenghui & Peng, Gongzhuang & Shi, Guoqiang, 2017. "Effect of authority figures for pedestrian evacuation at metro stations," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 465(C), pages 599-612.
    4. Abdelghany, Ahmed & Abdelghany, Khaled & Mahmassani, Hani & Alhalabi, Wael, 2014. "Modeling framework for optimal evacuation of large-scale crowded pedestrian facilities," European Journal of Operational Research, Elsevier, vol. 237(3), pages 1105-1118.
    5. Chen, Liang & Tang, Tie-Qiao & Huang, Hai-Jun & Song, Ziqi, 2018. "Elementary students’ evacuation route choice in a classroom: A questionnaire-based method," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 492(C), pages 1066-1074.
    6. Ha, Vi & Lykotrafitis, George, 2012. "Agent-based modeling of a multi-room multi-floor building emergency evacuation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(8), pages 2740-2751.
    7. Camelia Delcea & Liviu-Adrian Cotfas & Ramona Paun, 2018. "Agent-Based Evaluation of the Airplane Boarding Strategies’ Efficiency and Sustainability," Sustainability, MDPI, vol. 10(6), pages 1-26, June.
    8. Zhang, Jun & Song, Weiguo & Xu, Xuan, 2008. "Experiment and multi-grid modeling of evacuation from a classroom," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(23), pages 5901-5909.
    9. Guo, Ren-Yong & Huang, Hai-Jun & Wong, S.C., 2011. "Collection, spillback, and dissipation in pedestrian evacuation: A network-based method," Transportation Research Part B: Methodological, Elsevier, vol. 45(3), pages 490-506, March.
    10. Hoogendoorn, S. P. & Bovy, P. H. L., 2004. "Pedestrian route-choice and activity scheduling theory and models," Transportation Research Part B: Methodological, Elsevier, vol. 38(2), pages 169-190, February.
    11. Varas, A. & Cornejo, M.D. & Mainemer, D. & Toledo, B. & Rogan, J. & Muñoz, V. & Valdivia, J.A., 2007. "Cellular automaton model for evacuation process with obstacles," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 382(2), pages 631-642.
    12. Wang, Jinhuan & Zhang, Lei & Shi, Qiongyu & Yang, Peng & Hu, Xiaoming, 2015. "Modeling and simulating for congestion pedestrian evacuation with panic," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 428(C), pages 396-409.
    13. Sticco, I.M. & Frank, G.A. & Cerrotta, S. & Dorso, C.O., 2017. "Room evacuation through two contiguous exits," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 474(C), pages 172-185.
    14. Tang, Tie-Qiao & Chen, Liang & Guo, Ren-Yong & Shang, Hua-Yan, 2015. "An evacuation model accounting for elementary students’ individual properties," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 440(C), pages 49-56.
    15. Dossetti, V. & Bouzat, S. & Kuperman, M.N., 2017. "Behavioral effects in room evacuation models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 479(C), pages 193-202.
    16. Liu, Shaobo & Yang, Lizhong & Fang, Tingyong & Li, Jian, 2009. "Evacuation from a classroom considering the occupant density around exits," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(9), pages 1921-1928.
    17. Lim Eng Aik & Tan Wee Choon, 2012. "Simulating Evacuations with Obstacles Using a Modified Dynamic Cellular Automata Model," Journal of Applied Mathematics, Hindawi, vol. 2012, pages 1-17, June.
    18. Cornes, F.E. & Frank, G.A. & Dorso, C.O., 2017. "High pressures in room evacuation processes and a first approach to the dynamics around unconscious pedestrians," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 484(C), pages 282-298.
    19. Li, Wenhang & Li, Yi & Yu, Ping & Gong, Jianhua & Shen, Shen & Huang, Lin & Liang, Jianming, 2017. "Modeling, simulation and analysis of the evacuation process on stairs in a multi-floor classroom building of a primary school," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 469(C), pages 157-172.
    20. Li, Yan & Liu, Hong & Liu, Guang-peng & Li, Liang & Moore, Philip & Hu, Bin, 2017. "A grouping method based on grid density and relationship for crowd evacuation simulation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 473(C), pages 319-336.
    21. Ma, Yi & Yuen, Richard Kwok Kit & Lee, Eric Wai Ming, 2016. "Effective leadership for crowd evacuation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 450(C), pages 333-341.
    22. Tang, Tie-Qiao & Shao, Yi-Xiao & Chen, Liang, 2017. "Modeling pedestrian movement at the hall of high-speed railway station during the check-in process," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 467(C), pages 157-166.
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    4. Liu, Qiong & He, Renfei & Zhang, Limao, 2022. "Simulation-based multi-objective optimization for enhanced safety of fire emergency response in metro stations," Reliability Engineering and System Safety, Elsevier, vol. 228(C).

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