基于多智能体的高层建筑分阶段火灾疏散仿真及策略研究
Simulation and Strategy for Phased Fire Evacuation of High-Rise Building Based on Multi-Agent
摘要: 随着城市化进程的深入,高层建筑的数量不断增加。高层建筑在面对火灾时的高风险使得疏散过程也尤为重要。本文将高度作为分类标准,选取不同楼层作为基准层分别进行分阶段疏散,同时考虑了火灾对不同高度的影响不同而制定了新的疏散策略。在本研究中,我们通过改变疏散顺序、延迟比例和延迟时间,基于智能体模型建立了1种正常疏散场景及30种分阶段疏散场景31种不同疏散场景。案例研究结果表明,这种分阶段疏散策略对于率先疏散中、高楼层上部位人员离开着火楼层的疏散效率起到促进作用,且分阶段疏散能够在不同程度上改变人员的疏散速度和建筑内的密度。本研究为人们在面对高层建筑火灾时采用何种疏散方式提供了建议。
Abstract: With the deepening of urbanization, the number of high-rise buildings is increasing rapidly. The high risk of fire in high-rise buildings makes the evacuation process particularly important. We take height as the classification standard, select different floors as datum floors for phased evacuation and formulate a new evacuation strategy. In this study, 1 total evacuation scenario and 30 phased evacuation scenarios based on the agent model are established by changing evacuation sequence, delay ratio, and delay time. The results of the case study show that the phased evacuation strategy improves the evacuation efficiency of people in the middle and upper floors, and it can change the evacuation speed of people and the density within the building to varying degrees. This study provides suggestions on how to evacuate people in fire accident.
文章引用:黄梓浩, 景奕钦, 朱后壮, 徐晶, 马国丰. 基于多智能体的高层建筑分阶段火灾疏散仿真及策略研究[J]. 建模与仿真, 2024, 13(2): 1592-1603. https://doi.org/10.12677/mos.2024.132150

参考文献

[1] Ma, J., Song, W.G., Tian, W., Lo, S.M. and Liao, G.X. (2012) Experimental Study on an Ultra High-Rise Building Evacuation in China. Safety Science, 50, 1665-1674. [Google Scholar] [CrossRef
[2] Rismanian, M. and Zarghami, E. (2022) Evaluation of Crowd Evacuation in High-Rise Residential Buildings with Mixed-Ability Population: Combining an Architectural Solution with Management Strategies. International Journal of Disaster Risk Reduction, 77, Article ID: 103068. [Google Scholar] [CrossRef
[3] 陈丽丽. 高层建筑应急疏散及策略研究[D]: [硕士学位论文]. 上海: 上海应用技术大学, 2020.
[4] Oven, V.A. and Cakici, N. (2009) Modelling the Evacuation of a High-Rise Office Building in Istanbul. Fire Safety Journal, 44, 1-15. [Google Scholar] [CrossRef
[5] Shields, T.J., Boyce, K.E. and McConnell, N. (2009) The Behaviour and Evacuation Experiences of WTC 9/11 Evacuees with Self-Designated Mobility Impairments. Fire Safety Journal, 44, 881-893. [Google Scholar] [CrossRef
[6] Pelechano, N. and Malkawi, A. (2008) Evacuation Simulation Models: Challenges in Modeling High Rise Building Evacuation with Cellular Automata Approaches. Automation in Construction, 17, 377-385. [Google Scholar] [CrossRef
[7] McConnell, N.C., Boyce, K.E., Shields, J., Galea, E.R., Day, R.C. and Hulse, L.M. (2010) The UK 9/11 Evacuation Study: Analysis of Survivors’ Recognition and Response Phase in WTC1. Fire Safety Journal, 45, 21-34. [Google Scholar] [CrossRef
[8] Ahrens, M. (2016) High-Rise Building Fires. National Fire Protection Association.
[9] Soltanzadeh, A., Mazaherian, H. and Heidari, S. (2021) Optimal Solutions to Vertical Access Placement Design In residential High-Rise Buildings Based on Human Behavior. Journal of Building Engineering, 43, Article ID: 102856. [Google Scholar] [CrossRef
[10] Chen, J., Ma, J. and Lo, S.M. (2017) Event-Driven Modeling of Elevator Assisted Evacuation in Ultra High-Rise Buildings. Simulation Modelling Practice and Theory, 74, 99-116. [Google Scholar] [CrossRef
[11] Zang, Y., Mei, Q. and Liu, S. (2021) Evacuation Simulation of a High-Rise Teaching Building Considering the Influence of Obstacles. Simulation Modelling Practice and Theory, 112, Article ID: 102354. [Google Scholar] [CrossRef
[12] Arewa, A.O., Ahmed, A., Edwards, D.J. and Nwankwo, C. (2021) Fire Safety in High-Rise Buildings: Is the Stay-Put Tactic a Misjudgement or Magnificent Strategy? Buildings, 11, 339. [Google Scholar] [CrossRef
[13] 陈哲. 在建超高层建筑火灾烟气扩散及人员疏散规律研究[D]: [硕士学位论文]. 西安: 西安建筑科技大学, 2020.
[14] Zhang, L., Wu, X., Liu, M., Liu, W. and Ashuri, B. (2019) Discovering Worst Fire Scenarios in Subway Stations: A Simulation Approach. Automation in Construction, 99, 183-196. [Google Scholar] [CrossRef
[15] Zhou, R., Ou, Y., Tang, W., Wang, Q. and Yu, B. (2020) An Emergency Evacuation Behavior Simulation Method Combines Personality Traits and Emotion Contagion. IEEE Access, 8, 66693-66706. [Google Scholar] [CrossRef
[16] Virkler, M.R. (1998) Prediction and Measurement of Travel Time along Pedestrian Routes. Transportation Research Record, 1636, 37-42. [Google Scholar] [CrossRef
[17] 国家技术监督局. GB/T 10000-1988中国成年人人体尺寸[S]. 北京: 中国标准出版社, 1988.