Derleme
BibTex RIS Kaynak Göster

The critical role of simulation and modeling in fire evacuation: An examination of research trends

Yıl 2026, Cilt: 32 Sayı: 1, 72 - 90, 01.02.2026
https://doi.org/10.5505/pajes.2025.82350
https://izlik.org/JA79XW24MX

Öz

Fire evacuation planning is crucial in high-risk environments like high-rise buildings and underground facilities. Ensuring proper safety measures is vital for minimizing risks and ensuring occupant safety. Simulation models have become essential tools for evaluating and optimizing evacuation processes. They enable scenario testing, helping identify potential risks and develop effective evacuation plans. Additionally, simulation models provide a low-cost, time-efficient, and risk-free experimental environment, making realistic scenario testing possible without real-world dangers. This study systematically reviewed 75 research articles published over the last 15 years to analyze fire evacuation research trends. A bibliometric analysis using the electronic database was conducted, examining publication trends by year, category, and country. The analysis revealed that research is dominated by modern technologies for evacuation training, such as virtual simulations and agent-based models, which reduce costs and minimize operational disruptions compared to traditional evacuation drills. Following this analysis, the study identified that research trends are primarily focused on high-rise buildings and underground facilities, where evacuation is challenging due to structural complexity and high occupant density. This study highlights the role of modern technologies in fire evacuation and offers insights for improving safety measures and evacuation protocols in complex structures. The findings aim to guide researchers, engineers, and policymakers in enhancing fire safety and emergency preparedness.

Kaynakça

  • [1] Jevtić RB. “The importance of fire simulation in fire prediction”. Tehnika, (14), 153–158, 2014.
  • [2] Oven VA, Cakici N. “Modeling the evacuation of a high-rise office building in Istanbul”. Fire Safety Journal, (44), 1-15, 2009.
  • [3] Ronchi E. “A research roadmap for evacuation models used in fire safety engineering”. 3rd Fire and Evacuation Modeling Technical Conference, Torremolinos, Spain, 16-18 November 2016.
  • [4] Hong SW, Lee YG. “The effects of human behavior simulation on architecture major students fire egress planning”. Journal of Asian Architecture and Buildin Engineering, 17(1),125-132, 2018.
  • [5] Kılıç A. “Gelişmiş ülkelerde ve Türkiye’ de yangın istatistikleri". Yangın ve Güvenlik Dergisi, (199), 8–10, 2018.
  • [6] Brushlinsky NN, Wagner P, Sokolov SV. “Center for Fire - World Fire Statistics Report”. International Association of Fire and Rescue Services, Moscow, Russia and Berlin, Germany, Technical Report, 29, 2024.
  • [7] Silva PCD, Ferreira SC, Felippe ARTM, Teixeira RLP. “The approach to fıre safety ın the currıculum map-matrıx of engıneerıng courses at a federal unıversıty accordıng to the parameters of law 13.425: a systematıc review”. Revista de Gestao Social e Ambiental, (16), 1-23, 2022.
  • [8] Zhang X, Zhong Q, Li Y, Li W, Luo, Q. “Simulation of fire emergency evacuation in metro station based on Cellular Automata”. 3rd IEEE International Conference on Intelligent Transportation Engineering, Singapore, 03-05 September 2018.
  • [9] Meng Y, Jia C. “Research and application of metro station evacuation simulation”. 4th International Conference on Information Science and Control Engineering, Changsha, China, 21-23 July 2017.
  • [10] Zhang L, Li M, Wang Y. “Research on design optimization of subway station transfer entrance based on Anylogic”. Procedia Computer Science, (208), 310-318, 2022.
  • [11] Sun Y. “A Study on optimization schemes in subway station by Anylogic”. 5th International Conference on Advanced Materials and Computer Science, Qingdao, China, 26-27 November 2016.
  • [12] Wang H, Yu L, Qin S. “Simulation and optimization of passenger flow line in lanzhou west railway station”. Advances in Intelligent Systems and Computing, (631), 61-73, 2018.
  • [13] Yu L, Liu B, Wang Z. “The simulation and optimization of passenger flow organization in Lanzhou West hub based on AnyLogic”. 8th International Conference on Electromechanical Control Technology and Transportation, Hangzhou, China, 26-28 May 2023.
  • [14] Sun J, Lu Z, Zhou D. “Optimization analysis of evacuation facility parameters in interval tunnels under subway train fire accidents”. Physica A: Statical Mechanics an Its Applications, (651), 130020, 2024.
  • [15] Chen J, Long Z, Wang L, Xu B, Bai Q, Zhang Y, Liu C, Zhong M. “Fire evacuation strategy analysis in long metro tunnels”. Safety Science, (147), 105603, 2022.
  • [16] Cai Y, Lin ZY, Mao J, Bai G, Hu JW. “Study on law of personnel evacuation in deep buried metro station based on the characteristics of fire smoke spreading”. Procedia Engineering, (135), 544-550, 2016.
  • [17] Yang X, Zhang R, Pan F, Yang Y, Li Y, Yang X. “Stochastic user equilibrium path planning for crowd evacuation at subway station based on social force model”. Physica A: Statistical Mechanics an Its Applications, (594), 127033, 2022.
  • [18] Qin J, Liu C, Huang Q. “Simulation on fire emergency evacuation in special subway station based on pathfinder”. Case Studies in Thermal Engineering, (21), 100677, 2020.
  • [19] Li Y, Wang H, Wang C, Huang Y. “Personnel evacuation research of subway transfer station based on fire environment”. Procedia Engineering, (205), 431-437, 2017.
  • [20] Wang Z, Min H, Dayong X, Xuhai P. “Simulation research on human evacuation in subway with a singlepoint fire scenario”. Procedia Engineering, (84), 595-602, 2014.
  • [21] Ding Z, Xu S, Xie X, Zheng K, Wang D, Fan J,Li H, Liao L. “A building information modeling-based fire emergency evacuation simulation system for large infrastructures”, Reability Engineering& System Safety, (244), 109917, 2024.
  • [22] Shan S, Guo X, Wei Z, Sun W, Zheng H, Pan H, Lin J. “Simulation analysis of evacuation processes in a subway station based on multi-disaster coupling scenarios”. International Journal of Disaster Risk Reduction, (96), 103998, 2023.
  • [23] Zhang Z, Yao X, Xing Z, Zhou X. “Simulation on passenger evacuation of metro train fire in the tunnel”. Chaos, Solutions&Fractals, (187), 115429, 2024.
  • [24] Lyu H, Wang C, Deng J, Xiao Y, Wang WF. “Human behavior and evacuation time for large underground comprehensive buildings during fire risk process”, Journal of Loss Prevention in the Process Industries, (84), 105134, 2023.
  • [25] Chen Y, Wang C, Yap J, Li H, Zhang S. “Emergency evacuation simulation at starting connection of cross-sea bridge: case study on Haicang Avenue Subway Station in Xiamen Rail Transit Line”. Journal of Building Engineering, (29), 101163, 2020.
  • [26] Ronchi E. “Testing the predictive capabilities of evacuation models for tunnel fire safety analysis”. Safety Science, (59), 141-153, 2013.
  • [27] Caliendo C, Ciambelli P, Guglielmo ML De, Meo MG, Russo P. “Simulation of people evacuation in the event of a road tunnel fire”. Procedia-Social and Behavioral Sciences, (53), 178–188, 2012.
  • [28] Yamamoto K, Sawaguchi Y, Nishiki S. “Simulation of tunnel fire for evacuation safety assessment”. Safety, (4), 12, 2018.
  • [29] Krol A, Krol M. “Numerical investigation on fire accident and evacuation in a urban tunnel for different traffic conditions”. Tunneling and Underground Space Technology, (109), 103751, 2021.
  • [30] Xu Y. An Agent-based Evacuation Modeling of Underground Fire Emergency. MSc Thesis, Oregon State University, Oregon, USA, 2017.
  • [31] Jiaojiao X, Jin L. “Simulation study on emergency evacuation of metro stations in fire degradation mode”. Journal of Physics: Conference Series, Ghent, Belgium, 12-15 August 2019.
  • [32] Wang X, Liu B, Ma W, Feng YH, Li Q, Sun T. “Simulations on evacuation strategy and evacuation process of the subway train under the fire”. Fire Switzerland, (7), 12, 2024.
  • [33] Zhang S, Zhu Z, Haotian Z, Huanhuan Z. “Research on the evacuation of people from a road tunnel fire based on a mathematical model”. Heliyon (10), 23016, 2024.
  • [34] Yu H, Wang Y, Qiu P, Chen J. “Study on the feasibility of downward evacuation in a metro station when the station hall catch fire”. International Journal of Intelligent Transportation Systems Research, (18), 195–203, 2020.
  • [35] Lu Y, Deng Y, Sun S. “Design for safety in metro station evacuation: a study of fire emergency evacuation behavior and simulation”. Engineering, Construction and Architectural Management, (31), 3479–3507, 2024.
  • [36] Xu Y, Duan WW, Li LC. Safety evacuation at metro transit station in Shenyang under fire. Editors: Li H, Xu Q, Ge H. Enviromental Engineering. 864–867, Shanghai, China, 2013.
  • [37] Wang C, Song Y. “Fire evacuation in metro stations: Modeling research on the effects of two key parameters”. Sustainability, (12), 684, 2020.
  • [38] Wang H, Cui T. Simulation Analysis of Metro Station Construction Fire Based on FDS. Editors: Du X, Zheng J, Yan W, Li Y, Zhang J. Trends in Civil Engineering, 2093-2096, Dalian, China, 2012.
  • [39] Tian Y, Li JM, Li YF, Wang HY, Zhang J. “Study on fire evacuation and smoke spread of atrium metro station”. Procedia Engineering, (211), 458-464, 2017.
  • [40] Li ZY, Tang M, Liang D, Zhao Z. ”Numerical simulation of evacuation in a subway station”. Procedia Engineering, (135), 616–621,2016.
  • [41] Shao CH, Hsu CW. “Evacuation time on an elevated metro of a station building: a case study on a18 taoyuan hsr station”. Journal of Disaster Research, (19), 981–990, 2024.
  • [42] Han B, Han X. “Evacuation strategy analysis of fires for a metro station”. International Joint Conference On Applied Mathematics, Statistics and Public Administration, Changsha, China, 16-17 August 2014.
  • [43] Xu H, Tian C, Li Y. “Emergency evacuation simulation and optimization for a complex rail transit station: A perspective of promoting transportation safety”. Journal of Advanced Transportation, 2020. https://doi.org/10.1155/2020/8791503.
  • [44] Yin K. “Fire evacuation simulation for the case of a non-symmetrical metro station using Wireless Sensor Network”. 5th International Conference on Information Science and Technology, Hunan, China, 26-28 April 2024.
  • [45] Li J, Chen N, Jia J. “Lightweight Web3D twinning fire evacuation simulation of metro station”. 29th International ACM Conference on 3D Web Technology, Guimaraes, Portugal, 26-28 August 2024.
  • [46] Yan F, Hu Y, Guo Q, Tang K, Jia J, Zhu H. “Key lightweighting technologies of Web3D for virtual training of metro station fire evacuation”. 11th International Conference, Bournemouth, UK, 26-28 June 2017.
  • [47] Mandal T, Rao KR, Tiwari G. “Study of emergency exit choice behavior at metro stations in fire evacuation”. International Conference on Traffic and Granular Flow, Delhi, India, 26 May 2024.
  • [48] Qin K, Hu C, Jia D, et al. “Subway fire evacuation simulation model”. International Conference on Identification, Information and Knowledge in the Internet of Things, Beijing, China, 17-18 October 2014.
  • [49] Kırlangıçoğlu C. “Metro istasyonu tasarımlarının normal işletme ve acil durum tahliye senaryoları açısından 3 boyutlu simülasyon teknolojisi ile değerlendirilmesi”. Demiryolu Mühendisliği, (16), 51–65, 2022.
  • [50] Wang X, Chen S, Zhou Y, Peng H, Cui Y. “Simulation on passenger evacuation under fire emergency in Metro station”. IEEE International Conference on Intelligent Rail Transportation Proceedings, Beijing, China, 30 August- 01 September 2013.
  • [51] Wang F, Zhang Y, Ding S, Huang X. “Optimizing phased-evacuation strategy for high-rise buildings in fire”. Journal of Building Engineering, (95), 110084, 2024.
  • [52] Ivanov M, Chow W. “Experimental and numerical evacuation study in tall office building”. Journal of Building Engineering, (76), 107103, 2023.
  • [53] Zhao G, Beji T, Merci B. “Study of FDS simulations of buoyant fire-induced smoke movement in a high-rise building stairwell”. Fire Safety Journal, (91), 276-283, 2017.
  • [54] Ronchi E, Nilsson D. “Modeling total evacuation strategies for high-rise buildings”. Building Simulation an International Journal, (7), 73-87, 2014.
  • [55] Gerges M. Building Information Modeling for Fire Evacuation n High-Rise Residential Building İnformation Modeling for Fire Evacuation in High-Rise Residential Buildings Buildings Building Information Modeling for Fire Evacuation in High-Rise Residential Buildings. PhD Thesis, Loughborough University, Loughborough, London, 2020.
  • [56] Yan Z, Wang Y, Chao L, Guo J. “Study on evacuation strategy of commercial high-rise building under fire based on fds and pathfinder”. Computer Modeling in Engineering & Sciences, (138), 1077-1102, 2024.
  • [57] Wang Q, Yu Y, Jin L, Zheng Z, Ding J, Lu L. “Evacuation safety assessment in corridor-type high-rise building under fires”. Journal of Building Engineering, (96), 110580, 2024.
  • [58] Xing Z, Tang Y. “Simulation of fire and evacuation in high-rise building”. Procedia Engineering, (45), 705-709, 2012.
  • [59] Fu R, Zhang C, Wang Y, Yur Y, Sarno L. “Building layout assessment on fire evacuation efficiency by integrating graph theory and virtual reality”. Journal of Building Engineering, (98), 111498, 2024.
  • [60] Mao Z, Chen H, Chen X, Zhang L. “Improved reliability analysis and assessment method of occupant evacuation and its application in building fires”. Safety Science, (181), 106689, 2025.
  • [61] Minegishi Y. “Crowd management employing nudge theory for safe elevator use by people with mobility limitations during a high-rise building evacuation”. Fire Safety Journal, (147), 104185, 2024.
  • [62] Bayat H, Delavar MR, Barghi W, Pishah AS, Moradi M. “Modeling of emergency evacuation in building fire”. International Archives of the Photogrammetry, Remote Sensing and Spatial Information, (43), 321-328, 2020.
  • [63] Gao S, Chang C, Liu Q, Zhang M, Yu, F. “Study on the optimization for emergency evacuation scheme under fire in university building complex”. Heliyon, (9), 14277, 2023.
  • [64] Kasereka S, Kasoro N, Kyamakya K, Guofo EFD, Chokki A, Yengo MV. “Agent-based modeling and simulation for evacuation of people from a building in case of fire”. Procedia Computer Science, (130), 10-17, 2018.
  • [65] Beyaz C, Özgöner D, Bağcı Y, Akın Ö. “Integration of building ınformation modeling and agent-based modeling for evacuation simulation”. 6th International Conference on Smart City Applications, Karabük, Türkiye, 13-15 December 2021.
  • [66] Cornel Șuvar M, Kovacs I, Mihai Păsculescu V, Vlasin NI, Floeea GD. “Analysis of human behavior and evacuation in building fires using computer evacuation models”. Environmental Engineering& Management Journal, (18), 921-928, 2019.
  • [67] Yuyang J, Hongyan M. “Study on evacuation simulation of medical pension building based on anylogic”. Chinese Control and Decision Conference, Shenyang, China, 09-11 June 2018.
  • [68] Shariff GN, Yong JCE, Salleh N, Siow CL. “Risk assessment of building fire evacuation with stochastic obstructed emergency exit”. 4th International Conference and Workshops on Recent Advances and Innovations in Engineering, Kedah, Malaysia, 27-29 November 2019.
  • [69] Selim AM, Salama EA, Gaber HM. “Optimizing safe evacuation using pathfinder: emergency strategies in high-rise and super high-rise complex buildings in the new administrative capital”. HBRC Journal, (20), 385-413, 2024.
  • [70] Sudte J, Patvichaichod S. “Evacuation time analysis of high-rise building by using pathfinder case study: residential occupancy”. 3rd International Conference on Material Engineering and Advanced Manufacturing Technology, Shanghai, China, 26-28 April 2019.
  • [71] Kodur VKR, Venkatachari S, Naser MZ. “Egress parameters ınfluencing emergency evacuation in high-rise buildings”. Fire Technology, (56), 2035-2057, 2020.
  • [72] Xiaoge Wei st, Dan Zhang nd. “Study on family group evacuation of high-rise residential buildings”. 9th International Conference on Fire Science Protection Engineering, Chengdu, China, 18-20 October 2019.
  • [73] Spearpoint M, Arnott M, Xie H, Gwynne S, Templeton A. “Comparative analysis of two evacuation simulation tools when applied to high-rise residential buildings”. Safety Science, (175), 106515, 2024.
  • [74] Zhang Y, Kong H. “Analysis of safety evacuation rules for elderly and children in high rise hotel”. International Journal of Advanced Smart Convergence, (13), 345-357, 2024.
  • [75] Lo SM, Yuen KK, Liu M. “On the use of elevators for super-hıgh-rıse buıldıngs egress under emergency sıtuatıons”. 2nd International Conference on Risk Analysis and Crisis Response, Beijing, China, 19-21 October 2009.
  • [76] Yan Z, Wang Y, Chao L. “Simulation study on fire and evacuation of super high-rise commercial building”. Case Studies in Thermal Engineering, (52), 103519, 2023.
  • [77] Wang CY, Weng WG. “Study on evacuation characteristics in an ultra high-rise building with social force model”. IEEE 17th International Conference on Intelligent Transportation Systems (ITSC), Qingdao, China, 08-11 October 2014.
  • [78] Ma J, Lo SM, Song WG. “Cellular automaton modeling approach for optimum ultra high-rise building evacuation design”. Fire Safety Journal, (54), 57-66, 2012.
  • [79] Bai W, Huo Y, Zou GW, Gao Y. “Simulation of Fire Evacuation in a High-Rise Oice Building”. IEEE International Conference on Industrial Engineering and Engineering Management IEEM, Singapore, 06-09 December 2015.
  • [80] Ding N, Chen T, Zhang H. “Simulation of high-rise building evacuation considering fatigue factor based on cellular automata: A case study in China”. Building Simulation, (10), 407-418, 2017.
  • [81] Ding Y, Yang LZ, Weng FL, Fu ZJ, Rao P. “Investigation of combined stairs elevators evacuation strategies for high rise buildings based on simulation”. Simulation Modeling Practice and Theory, (53), 60–73, 2015.
  • [82] Zhou B, Xu YP, Zhang T. “Application of numerical simulation technology in analysis of constructing high-rise”. Progress In Safety Scıence and Technology Serıee, (7), 658-662, 2008.
  • [83] Deere S, Xie H, Galea ER, Cooney D, Lawrence PJ. “An evacuation model validation data-set for high-rise construction sites”. Fire Safety Journal, (120), 103118, 2021.

Yangın tahliyesinde simülasyon ve modellemenin kritirik rolü: Araştırma trendlerinin incelenmesi

Yıl 2026, Cilt: 32 Sayı: 1, 72 - 90, 01.02.2026
https://doi.org/10.5505/pajes.2025.82350
https://izlik.org/JA79XW24MX

Öz

Yangın tahliye planlaması, yüksek katlı binalar ve yer altı tesisleri gibi yüksek riskli ortamlarda kritik bir öneme sahiptir. Bu tür yapılarda doğru güvenlik önlemlerinin uygulanması, riskleri en aza indirmek ve bina sakinlerinin güvenliğini sağlamak açısından hayati önemdedir. Simülasyon modelleri, tahliye süreçlerini değerlendirmek ve optimize etmek için vazgeçilmez araçlar haline gelmiştir. Bu modeller, farklı senaryoların test edilmesine olanak tanıyarak potansiyel risklerin belirlenmesine ve etkili tahliye planlarının geliştirilmesine yardımcı olmaktadır. Ayrıca, simülasyon modelleri düşük maliyetli, zaman açısından verimli ve risksiz bir deneysel ortam sunarak gerçek tehlikeler olmadan gerçekçi senaryo testlerinin yapılmasını mümkün kılmaktadır. Bu çalışmada, son 15 yılda yayınlanmış 75 bilimsel makale sistematik olarak incelenerek yangın tahliyesine yönelik araştırma eğilimleri analiz edilmiştir. Elektronik veri tabanı kullanılarak yapılan bibliyometrik analizde literatür, yayın yılı, kategori ve ülke bazında değerlendirilmiştir. Analiz sonuçları, literatürün büyük ölçüde sanal simülasyonlar ve ajan tabanlı modeller gibi modern teknolojilerle yürütülen tahliye eğitimi araştırmaları tarafından domine edildiğini ortaya koymuştur. Bu teknolojiler, geleneksel tahliye tatbikatlarına kıyasla maliyetleri düşürmekte ve operasyonel kesintileri en aza indirmektedir. Yapılan bu analiz doğrultusunda, araştırma eğilimlerinin büyük ölçüde yüksek katlı binalar ve yer altı tesislerine odaklandığı belirlenmiştir; bu tür ortamlarda tahliye, yapısal karmaşıklık ve yüksek nüfus yoğunluğu nedeniyle zorlu bir süreçtir. Bu çalışma, yangın tahliyesinde modern teknolojilerin önemini vurgulamakta ve karmaşık yapılar için daha etkili güvenlik önlemleri ile tahliye protokollerinin geliştirilmesine yönelik değerli bilgiler sunmaktadır. Bulgular, yangın güvenliği ve acil durum hazırlıklarının iyileştirilmesi için araştırmacılara, mühendisler ile politika yapıcılara rehberlik etmeyi amaçlamaktadır.

Kaynakça

  • [1] Jevtić RB. “The importance of fire simulation in fire prediction”. Tehnika, (14), 153–158, 2014.
  • [2] Oven VA, Cakici N. “Modeling the evacuation of a high-rise office building in Istanbul”. Fire Safety Journal, (44), 1-15, 2009.
  • [3] Ronchi E. “A research roadmap for evacuation models used in fire safety engineering”. 3rd Fire and Evacuation Modeling Technical Conference, Torremolinos, Spain, 16-18 November 2016.
  • [4] Hong SW, Lee YG. “The effects of human behavior simulation on architecture major students fire egress planning”. Journal of Asian Architecture and Buildin Engineering, 17(1),125-132, 2018.
  • [5] Kılıç A. “Gelişmiş ülkelerde ve Türkiye’ de yangın istatistikleri". Yangın ve Güvenlik Dergisi, (199), 8–10, 2018.
  • [6] Brushlinsky NN, Wagner P, Sokolov SV. “Center for Fire - World Fire Statistics Report”. International Association of Fire and Rescue Services, Moscow, Russia and Berlin, Germany, Technical Report, 29, 2024.
  • [7] Silva PCD, Ferreira SC, Felippe ARTM, Teixeira RLP. “The approach to fıre safety ın the currıculum map-matrıx of engıneerıng courses at a federal unıversıty accordıng to the parameters of law 13.425: a systematıc review”. Revista de Gestao Social e Ambiental, (16), 1-23, 2022.
  • [8] Zhang X, Zhong Q, Li Y, Li W, Luo, Q. “Simulation of fire emergency evacuation in metro station based on Cellular Automata”. 3rd IEEE International Conference on Intelligent Transportation Engineering, Singapore, 03-05 September 2018.
  • [9] Meng Y, Jia C. “Research and application of metro station evacuation simulation”. 4th International Conference on Information Science and Control Engineering, Changsha, China, 21-23 July 2017.
  • [10] Zhang L, Li M, Wang Y. “Research on design optimization of subway station transfer entrance based on Anylogic”. Procedia Computer Science, (208), 310-318, 2022.
  • [11] Sun Y. “A Study on optimization schemes in subway station by Anylogic”. 5th International Conference on Advanced Materials and Computer Science, Qingdao, China, 26-27 November 2016.
  • [12] Wang H, Yu L, Qin S. “Simulation and optimization of passenger flow line in lanzhou west railway station”. Advances in Intelligent Systems and Computing, (631), 61-73, 2018.
  • [13] Yu L, Liu B, Wang Z. “The simulation and optimization of passenger flow organization in Lanzhou West hub based on AnyLogic”. 8th International Conference on Electromechanical Control Technology and Transportation, Hangzhou, China, 26-28 May 2023.
  • [14] Sun J, Lu Z, Zhou D. “Optimization analysis of evacuation facility parameters in interval tunnels under subway train fire accidents”. Physica A: Statical Mechanics an Its Applications, (651), 130020, 2024.
  • [15] Chen J, Long Z, Wang L, Xu B, Bai Q, Zhang Y, Liu C, Zhong M. “Fire evacuation strategy analysis in long metro tunnels”. Safety Science, (147), 105603, 2022.
  • [16] Cai Y, Lin ZY, Mao J, Bai G, Hu JW. “Study on law of personnel evacuation in deep buried metro station based on the characteristics of fire smoke spreading”. Procedia Engineering, (135), 544-550, 2016.
  • [17] Yang X, Zhang R, Pan F, Yang Y, Li Y, Yang X. “Stochastic user equilibrium path planning for crowd evacuation at subway station based on social force model”. Physica A: Statistical Mechanics an Its Applications, (594), 127033, 2022.
  • [18] Qin J, Liu C, Huang Q. “Simulation on fire emergency evacuation in special subway station based on pathfinder”. Case Studies in Thermal Engineering, (21), 100677, 2020.
  • [19] Li Y, Wang H, Wang C, Huang Y. “Personnel evacuation research of subway transfer station based on fire environment”. Procedia Engineering, (205), 431-437, 2017.
  • [20] Wang Z, Min H, Dayong X, Xuhai P. “Simulation research on human evacuation in subway with a singlepoint fire scenario”. Procedia Engineering, (84), 595-602, 2014.
  • [21] Ding Z, Xu S, Xie X, Zheng K, Wang D, Fan J,Li H, Liao L. “A building information modeling-based fire emergency evacuation simulation system for large infrastructures”, Reability Engineering& System Safety, (244), 109917, 2024.
  • [22] Shan S, Guo X, Wei Z, Sun W, Zheng H, Pan H, Lin J. “Simulation analysis of evacuation processes in a subway station based on multi-disaster coupling scenarios”. International Journal of Disaster Risk Reduction, (96), 103998, 2023.
  • [23] Zhang Z, Yao X, Xing Z, Zhou X. “Simulation on passenger evacuation of metro train fire in the tunnel”. Chaos, Solutions&Fractals, (187), 115429, 2024.
  • [24] Lyu H, Wang C, Deng J, Xiao Y, Wang WF. “Human behavior and evacuation time for large underground comprehensive buildings during fire risk process”, Journal of Loss Prevention in the Process Industries, (84), 105134, 2023.
  • [25] Chen Y, Wang C, Yap J, Li H, Zhang S. “Emergency evacuation simulation at starting connection of cross-sea bridge: case study on Haicang Avenue Subway Station in Xiamen Rail Transit Line”. Journal of Building Engineering, (29), 101163, 2020.
  • [26] Ronchi E. “Testing the predictive capabilities of evacuation models for tunnel fire safety analysis”. Safety Science, (59), 141-153, 2013.
  • [27] Caliendo C, Ciambelli P, Guglielmo ML De, Meo MG, Russo P. “Simulation of people evacuation in the event of a road tunnel fire”. Procedia-Social and Behavioral Sciences, (53), 178–188, 2012.
  • [28] Yamamoto K, Sawaguchi Y, Nishiki S. “Simulation of tunnel fire for evacuation safety assessment”. Safety, (4), 12, 2018.
  • [29] Krol A, Krol M. “Numerical investigation on fire accident and evacuation in a urban tunnel for different traffic conditions”. Tunneling and Underground Space Technology, (109), 103751, 2021.
  • [30] Xu Y. An Agent-based Evacuation Modeling of Underground Fire Emergency. MSc Thesis, Oregon State University, Oregon, USA, 2017.
  • [31] Jiaojiao X, Jin L. “Simulation study on emergency evacuation of metro stations in fire degradation mode”. Journal of Physics: Conference Series, Ghent, Belgium, 12-15 August 2019.
  • [32] Wang X, Liu B, Ma W, Feng YH, Li Q, Sun T. “Simulations on evacuation strategy and evacuation process of the subway train under the fire”. Fire Switzerland, (7), 12, 2024.
  • [33] Zhang S, Zhu Z, Haotian Z, Huanhuan Z. “Research on the evacuation of people from a road tunnel fire based on a mathematical model”. Heliyon (10), 23016, 2024.
  • [34] Yu H, Wang Y, Qiu P, Chen J. “Study on the feasibility of downward evacuation in a metro station when the station hall catch fire”. International Journal of Intelligent Transportation Systems Research, (18), 195–203, 2020.
  • [35] Lu Y, Deng Y, Sun S. “Design for safety in metro station evacuation: a study of fire emergency evacuation behavior and simulation”. Engineering, Construction and Architectural Management, (31), 3479–3507, 2024.
  • [36] Xu Y, Duan WW, Li LC. Safety evacuation at metro transit station in Shenyang under fire. Editors: Li H, Xu Q, Ge H. Enviromental Engineering. 864–867, Shanghai, China, 2013.
  • [37] Wang C, Song Y. “Fire evacuation in metro stations: Modeling research on the effects of two key parameters”. Sustainability, (12), 684, 2020.
  • [38] Wang H, Cui T. Simulation Analysis of Metro Station Construction Fire Based on FDS. Editors: Du X, Zheng J, Yan W, Li Y, Zhang J. Trends in Civil Engineering, 2093-2096, Dalian, China, 2012.
  • [39] Tian Y, Li JM, Li YF, Wang HY, Zhang J. “Study on fire evacuation and smoke spread of atrium metro station”. Procedia Engineering, (211), 458-464, 2017.
  • [40] Li ZY, Tang M, Liang D, Zhao Z. ”Numerical simulation of evacuation in a subway station”. Procedia Engineering, (135), 616–621,2016.
  • [41] Shao CH, Hsu CW. “Evacuation time on an elevated metro of a station building: a case study on a18 taoyuan hsr station”. Journal of Disaster Research, (19), 981–990, 2024.
  • [42] Han B, Han X. “Evacuation strategy analysis of fires for a metro station”. International Joint Conference On Applied Mathematics, Statistics and Public Administration, Changsha, China, 16-17 August 2014.
  • [43] Xu H, Tian C, Li Y. “Emergency evacuation simulation and optimization for a complex rail transit station: A perspective of promoting transportation safety”. Journal of Advanced Transportation, 2020. https://doi.org/10.1155/2020/8791503.
  • [44] Yin K. “Fire evacuation simulation for the case of a non-symmetrical metro station using Wireless Sensor Network”. 5th International Conference on Information Science and Technology, Hunan, China, 26-28 April 2024.
  • [45] Li J, Chen N, Jia J. “Lightweight Web3D twinning fire evacuation simulation of metro station”. 29th International ACM Conference on 3D Web Technology, Guimaraes, Portugal, 26-28 August 2024.
  • [46] Yan F, Hu Y, Guo Q, Tang K, Jia J, Zhu H. “Key lightweighting technologies of Web3D for virtual training of metro station fire evacuation”. 11th International Conference, Bournemouth, UK, 26-28 June 2017.
  • [47] Mandal T, Rao KR, Tiwari G. “Study of emergency exit choice behavior at metro stations in fire evacuation”. International Conference on Traffic and Granular Flow, Delhi, India, 26 May 2024.
  • [48] Qin K, Hu C, Jia D, et al. “Subway fire evacuation simulation model”. International Conference on Identification, Information and Knowledge in the Internet of Things, Beijing, China, 17-18 October 2014.
  • [49] Kırlangıçoğlu C. “Metro istasyonu tasarımlarının normal işletme ve acil durum tahliye senaryoları açısından 3 boyutlu simülasyon teknolojisi ile değerlendirilmesi”. Demiryolu Mühendisliği, (16), 51–65, 2022.
  • [50] Wang X, Chen S, Zhou Y, Peng H, Cui Y. “Simulation on passenger evacuation under fire emergency in Metro station”. IEEE International Conference on Intelligent Rail Transportation Proceedings, Beijing, China, 30 August- 01 September 2013.
  • [51] Wang F, Zhang Y, Ding S, Huang X. “Optimizing phased-evacuation strategy for high-rise buildings in fire”. Journal of Building Engineering, (95), 110084, 2024.
  • [52] Ivanov M, Chow W. “Experimental and numerical evacuation study in tall office building”. Journal of Building Engineering, (76), 107103, 2023.
  • [53] Zhao G, Beji T, Merci B. “Study of FDS simulations of buoyant fire-induced smoke movement in a high-rise building stairwell”. Fire Safety Journal, (91), 276-283, 2017.
  • [54] Ronchi E, Nilsson D. “Modeling total evacuation strategies for high-rise buildings”. Building Simulation an International Journal, (7), 73-87, 2014.
  • [55] Gerges M. Building Information Modeling for Fire Evacuation n High-Rise Residential Building İnformation Modeling for Fire Evacuation in High-Rise Residential Buildings Buildings Building Information Modeling for Fire Evacuation in High-Rise Residential Buildings. PhD Thesis, Loughborough University, Loughborough, London, 2020.
  • [56] Yan Z, Wang Y, Chao L, Guo J. “Study on evacuation strategy of commercial high-rise building under fire based on fds and pathfinder”. Computer Modeling in Engineering & Sciences, (138), 1077-1102, 2024.
  • [57] Wang Q, Yu Y, Jin L, Zheng Z, Ding J, Lu L. “Evacuation safety assessment in corridor-type high-rise building under fires”. Journal of Building Engineering, (96), 110580, 2024.
  • [58] Xing Z, Tang Y. “Simulation of fire and evacuation in high-rise building”. Procedia Engineering, (45), 705-709, 2012.
  • [59] Fu R, Zhang C, Wang Y, Yur Y, Sarno L. “Building layout assessment on fire evacuation efficiency by integrating graph theory and virtual reality”. Journal of Building Engineering, (98), 111498, 2024.
  • [60] Mao Z, Chen H, Chen X, Zhang L. “Improved reliability analysis and assessment method of occupant evacuation and its application in building fires”. Safety Science, (181), 106689, 2025.
  • [61] Minegishi Y. “Crowd management employing nudge theory for safe elevator use by people with mobility limitations during a high-rise building evacuation”. Fire Safety Journal, (147), 104185, 2024.
  • [62] Bayat H, Delavar MR, Barghi W, Pishah AS, Moradi M. “Modeling of emergency evacuation in building fire”. International Archives of the Photogrammetry, Remote Sensing and Spatial Information, (43), 321-328, 2020.
  • [63] Gao S, Chang C, Liu Q, Zhang M, Yu, F. “Study on the optimization for emergency evacuation scheme under fire in university building complex”. Heliyon, (9), 14277, 2023.
  • [64] Kasereka S, Kasoro N, Kyamakya K, Guofo EFD, Chokki A, Yengo MV. “Agent-based modeling and simulation for evacuation of people from a building in case of fire”. Procedia Computer Science, (130), 10-17, 2018.
  • [65] Beyaz C, Özgöner D, Bağcı Y, Akın Ö. “Integration of building ınformation modeling and agent-based modeling for evacuation simulation”. 6th International Conference on Smart City Applications, Karabük, Türkiye, 13-15 December 2021.
  • [66] Cornel Șuvar M, Kovacs I, Mihai Păsculescu V, Vlasin NI, Floeea GD. “Analysis of human behavior and evacuation in building fires using computer evacuation models”. Environmental Engineering& Management Journal, (18), 921-928, 2019.
  • [67] Yuyang J, Hongyan M. “Study on evacuation simulation of medical pension building based on anylogic”. Chinese Control and Decision Conference, Shenyang, China, 09-11 June 2018.
  • [68] Shariff GN, Yong JCE, Salleh N, Siow CL. “Risk assessment of building fire evacuation with stochastic obstructed emergency exit”. 4th International Conference and Workshops on Recent Advances and Innovations in Engineering, Kedah, Malaysia, 27-29 November 2019.
  • [69] Selim AM, Salama EA, Gaber HM. “Optimizing safe evacuation using pathfinder: emergency strategies in high-rise and super high-rise complex buildings in the new administrative capital”. HBRC Journal, (20), 385-413, 2024.
  • [70] Sudte J, Patvichaichod S. “Evacuation time analysis of high-rise building by using pathfinder case study: residential occupancy”. 3rd International Conference on Material Engineering and Advanced Manufacturing Technology, Shanghai, China, 26-28 April 2019.
  • [71] Kodur VKR, Venkatachari S, Naser MZ. “Egress parameters ınfluencing emergency evacuation in high-rise buildings”. Fire Technology, (56), 2035-2057, 2020.
  • [72] Xiaoge Wei st, Dan Zhang nd. “Study on family group evacuation of high-rise residential buildings”. 9th International Conference on Fire Science Protection Engineering, Chengdu, China, 18-20 October 2019.
  • [73] Spearpoint M, Arnott M, Xie H, Gwynne S, Templeton A. “Comparative analysis of two evacuation simulation tools when applied to high-rise residential buildings”. Safety Science, (175), 106515, 2024.
  • [74] Zhang Y, Kong H. “Analysis of safety evacuation rules for elderly and children in high rise hotel”. International Journal of Advanced Smart Convergence, (13), 345-357, 2024.
  • [75] Lo SM, Yuen KK, Liu M. “On the use of elevators for super-hıgh-rıse buıldıngs egress under emergency sıtuatıons”. 2nd International Conference on Risk Analysis and Crisis Response, Beijing, China, 19-21 October 2009.
  • [76] Yan Z, Wang Y, Chao L. “Simulation study on fire and evacuation of super high-rise commercial building”. Case Studies in Thermal Engineering, (52), 103519, 2023.
  • [77] Wang CY, Weng WG. “Study on evacuation characteristics in an ultra high-rise building with social force model”. IEEE 17th International Conference on Intelligent Transportation Systems (ITSC), Qingdao, China, 08-11 October 2014.
  • [78] Ma J, Lo SM, Song WG. “Cellular automaton modeling approach for optimum ultra high-rise building evacuation design”. Fire Safety Journal, (54), 57-66, 2012.
  • [79] Bai W, Huo Y, Zou GW, Gao Y. “Simulation of Fire Evacuation in a High-Rise Oice Building”. IEEE International Conference on Industrial Engineering and Engineering Management IEEM, Singapore, 06-09 December 2015.
  • [80] Ding N, Chen T, Zhang H. “Simulation of high-rise building evacuation considering fatigue factor based on cellular automata: A case study in China”. Building Simulation, (10), 407-418, 2017.
  • [81] Ding Y, Yang LZ, Weng FL, Fu ZJ, Rao P. “Investigation of combined stairs elevators evacuation strategies for high rise buildings based on simulation”. Simulation Modeling Practice and Theory, (53), 60–73, 2015.
  • [82] Zhou B, Xu YP, Zhang T. “Application of numerical simulation technology in analysis of constructing high-rise”. Progress In Safety Scıence and Technology Serıee, (7), 658-662, 2008.
  • [83] Deere S, Xie H, Galea ER, Cooney D, Lawrence PJ. “An evacuation model validation data-set for high-rise construction sites”. Fire Safety Journal, (120), 103118, 2021.
Toplam 83 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Bilgi Sistemleri (Diğer)
Bölüm Derleme
Yazarlar

Betül Ulu 0000-0001-9158-5187

Deniz Efendioğlu 0000-0002-3710-9187

Gönderilme Tarihi 8 Ocak 2025
Kabul Tarihi 16 Haziran 2025
Erken Görünüm Tarihi 2 Kasım 2025
Yayımlanma Tarihi 1 Şubat 2026
DOI https://doi.org/10.5505/pajes.2025.82350
IZ https://izlik.org/JA79XW24MX
Yayımlandığı Sayı Yıl 2026 Cilt: 32 Sayı: 1

Kaynak Göster

APA Ulu, B., & Efendioğlu, D. (2026). The critical role of simulation and modeling in fire evacuation: An examination of research trends. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 32(1), 72-90. https://doi.org/10.5505/pajes.2025.82350
AMA 1.Ulu B, Efendioğlu D. The critical role of simulation and modeling in fire evacuation: An examination of research trends. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 2026;32(1):72-90. doi:10.5505/pajes.2025.82350
Chicago Ulu, Betül, ve Deniz Efendioğlu. 2026. “The critical role of simulation and modeling in fire evacuation: An examination of research trends”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 32 (1): 72-90. https://doi.org/10.5505/pajes.2025.82350.
EndNote Ulu B, Efendioğlu D (01 Şubat 2026) The critical role of simulation and modeling in fire evacuation: An examination of research trends. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 32 1 72–90.
IEEE [1]B. Ulu ve D. Efendioğlu, “The critical role of simulation and modeling in fire evacuation: An examination of research trends”, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, c. 32, sy 1, ss. 72–90, Şub. 2026, doi: 10.5505/pajes.2025.82350.
ISNAD Ulu, Betül - Efendioğlu, Deniz. “The critical role of simulation and modeling in fire evacuation: An examination of research trends”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 32/1 (01 Şubat 2026): 72-90. https://doi.org/10.5505/pajes.2025.82350.
JAMA 1.Ulu B, Efendioğlu D. The critical role of simulation and modeling in fire evacuation: An examination of research trends. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 2026;32:72–90.
MLA Ulu, Betül, ve Deniz Efendioğlu. “The critical role of simulation and modeling in fire evacuation: An examination of research trends”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, c. 32, sy 1, Şubat 2026, ss. 72-90, doi:10.5505/pajes.2025.82350.
Vancouver 1.Betül Ulu, Deniz Efendioğlu. The critical role of simulation and modeling in fire evacuation: An examination of research trends. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 01 Şubat 2026;32(1):72-90. doi:10.5505/pajes.2025.82350