Abstract

The significance of fire inspection has been underscored to prevent building fires, which can lead to property damage and loss of life. While previous studies employed building information modeling (BIM) to evaluate fire safety performance, they primarily focused on a building’s physical characteristics, overlooking environmental factors. To address this limitation, we propose a framework of BIM-based quantitative evaluation, which incorporates both physical and environmental characteristics of buildings to enhance their fire safety performance. We conducted a case study featuring three scenarios to validate the proposed framework. The results demonstrate that Scenario 3, with a score of 60.3 points, outperforms Scenarios 1 (30.9 points) and 2 (38.2 points) in terms of fire safety performance. This is attributed to Scenario 3’s consideration of components, firefighting equipment, and environmental elements in preventing and responding to building fires. The proposed framework contributes to the field by automatically evaluating buildings’ fire safety performance using a comprehensive approach based on BIM.

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Data Availability Statement

Some or all data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request.

Acknowledgments

This research was supported by grants from the Korea Agency for Infrastructure Technology Advancement, which is funded by the Korea Ministry of Land, Infrastructure and Transport (Grant RS-2021-KA163269), and by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (RS-2023-00271991).

References

Abdirad, H. 2022. “Managing digital integration routines in engineering firms: Cases of disruptive BIM cloud collaboration protocols.” J. Manage. Eng. 38 (1): 05021012. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000988.
Avlar, E., E. Korkmaz, and H. Yildirim. 2022. “External fire-escape stairs risk analysis: A case study in İstanbul.” Megaron 17 (2): 341–356. https://doi.org/10.14744/MEGARON.2022.66743.
Bae, S., and H. Cha. 2023. “A method on developing 3D/BIM-based real time fire disaster information management.” Korean J. Constr. Eng. Manage. 24 (2): 3–12.
Bohannon, R. W. 1997. “Comfortable and maximum walking speed of adults aged 20–79 years: Reference values and determinants.” Age Ageing 26 (1): 15–19. https://doi.org/10.1093/ageing/26.1.15.
Chen, H., L. Hou, G. Zhang, and S. Moon. 2021. “Development of BIM, IoT and AR/VR technologies for fire safety and upskilling.” Autom. Constr. 125 (May): 103631. https://doi.org/10.1016/j.autcon.2021.103631.
Cicione, A., R. S. Walls, and C. Kahanji. 2019. “Experimental study of fire spread between multiple full scale informal settlement dwellings.” Fire Saf. J. 105 (Apr): 19–27. https://doi.org/10.1016/j.firesaf.2019.02.001.
da Silva, T. F. L., M. M. de Carvalho, and D. R. Vieira. 2022. “BIM critical-success factors in the design phase and risk management: Exploring knowledge and maturity mediating effect.” J. Constr. Eng. Manage. 148 (10): 04022104. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002343.
De Filippo, M., S. Asadiabadi, J. S. Kuang, D. K. Mishra, and H. Sun. 2023. “AI-powered inspections of facades in reinforced concrete buildings.” HKIE Trans. 30 (1): 1–14. https://doi.org/10.33430/V30N1THIE-2020-0023.
Fu, F. 2020. “Fire induced progressive collapse potential assessment of steel framed buildings using machine learning.” J. Constr. Steel Res. 166 (Mar): 105918. https://doi.org/10.1016/j.jcsr.2019.105918.
Gan, V. J. L. 2022. “BIM-based building geometric modeling and automatic generative design for sustainable offsite construction.” J. Constr. Eng. Manage. 148 (10): 04022111. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002369.
Garcia-Martin, R., A. González-Briones, and J. M. Corchado. 2019. “Smartfire: Intelligent platform for monitoring fire extinguishers and their building environment.” Sensors 19 (10): 2390. https://doi.org/10.3390/s19102390.
Go, H., J. Hyun, J. Lee, and J. Ahn. 2022. “Integrated information development of a quantitative risk assessment model by BIM-based risk factor extraction—Focusing on falling accidents.” Korean J. Constr. Eng. Manage. 23 (4): 15–25. https://doi.org/10.1007/978-3-030-51999-5_31.
González-Briones, A., R. Garcia-Martin, F. L. de Alba, and J. M. Corchado. 2020. “Agent-based platform for monitoring the pressure status of fire extinguishers in a building.” Commun. Comput. Inf. Sci. 1233 (Jul). https://doi.org/10.1007/978-3-030-51999-5_31.
GOV.UK. 2022. “Building safety act 2022.” Accessed March 20, 2023. https://www.legislation.gov.uk/ukpga/2022/30/contents/enacted.
Hassanain, M. A., M. A. Hafeez, and M. O. Sanni-Anibire. 2017. “A ranking system for fire safety performance of student housing facilities.” Saf. Sci. 92 (Mar): 116–127. https://doi.org/10.1016/j.ssci.2016.10.002.
Havel, G. 2013. “Construction concerns: Fire resistance of doors.” Accessed March 17, 2023. https://www.fireengineering.com/fire-prevention-protection/construction-concerns-for-firefighters-fire-resistance-of-doors/.
Healthline. 2023. “Average walking speed: Pace, and comparisons by age and sex.” Accessed March 20, 2023. https://www.healthline.com/health/exercise-fitness/average-walking-speed.
Huziej, M. 2022. “Fire safety doors.” Accessed March 17, 2023. https://cpdonline.co.uk/knowledge-base/health-and-safety/fire-safety-doors/.
KFPA (Korea Fire Protection Authority). 2023. “Fire safety shopping mall.” Accessed March 20, 2023. https://www.nofire.co.kr/html/mainm.html.
Kim, J., S. Kim, Y. Cho, and J. Kim. 2020. “Problems and solutions for securing fire resistance performance in fire protection doors.” Korean J. Constr. Eng. Manage. 14 (2): 22–34. https://doi.org/10.6106/KJCEM.2013.14.2.022.
Kironji, M. 2014. “Evaluation of fire protection systems in commercial highrise buildings for fire safety optimization: A case of Nairobi Central Business District.” Int. J. Sci. Res. Publ. 5 (10): 1–8.
Kodur, V., P. Kumar, and M. M. Rafi. 2020. “Fire hazard in buildings: Review, assessment and strategies for improving fire safety.” PSU Res. Rev. 4 (1): 1–23. https://doi.org/10.1108/PRR-12-2018-0033.
Kolbrecki, A. 2015. “Model of fire spread out on outer building surface.” Bull. Pol. Acad. Sci. Tech. Sci. 63 (1): 135–144. https://doi.org/10.1515/bpasts-2015-0015.
Koo, H. J., and J. T. O’Connor. 2022. “A strategy for building design quality improvement through BIM capability analysis.” J. Constr. Eng. Manage. 148 (8): 04022066. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002318.
Lee, H. J., S. W. Park, S. Roh, J. R. Ryu, B. H. Son, S. R. Ryu, S. Y. Lee, and W. J. Park. 2021. “Deriving major fire risk evaluation items utilizing spatial information convergence technology in dense areas of small obsolete buildings.” Sustainability 13 (22): 12593. https://doi.org/10.3390/su132212593.
Lee, S., and C. Lee. 2013. “Fire resistance of reinforced concrete bearing walls subjected to all-sided fire exposure.” Mater. Struct. Constr. 46 (6): 943–957. https://doi.org/10.1617/s11527-012-9945-8.
Lin, J., R. Zhu, N. Li, and B. Becerik-Gerber. 2020. “How occupants respond to building emergencies: A systematic review of behavioral characteristics and behavioral theories.” Saf. Sci. 122 (Feb): 104540. https://doi.org/10.1016/j.ssci.2019.104540.
Lucherini, A., and C. Maluk. 2019. “Intumescent coatings used for the fire-safe design of steel structures: A review.” J. Constr. Steel Res. 162 (Nov): 105712. https://doi.org/10.1016/j.jcsr.2019.105712.
Meacham, B. J., D. Charters, P. Johnson, and M. Salisbury. 2016. “Building fire risk analysis.” In SFPE handbook of fire protection engineering, 2941–2991. Berlin: Springer.
Ministry of the Interior and Safety. 2023. “Public data portal.” Accessed March 21, 2023. https://www.data.go.kr/index.do.
National Fire Agency. 2023a. “Korea fire safety big data platform.” Accessed July 25, 2023. https://www.bigdata-119.kr/.
National Fire Agency. 2023b. “National dangerous goods information system.” Accessed March 20, 2023. http://hazmat.mpss.kfi.or.kr/index.do.
National Fire Agency. 2023c. “National fire data system.” Accessed February 15, 2023. https://nfds.go.kr/dashboard/status.do.
National Fire Agency 119. 2022. The second basic plan for fire safety policy. Sejong-si, South Korea: National Fire Agency.
National Law Information Center. 2017. “Method and criteria for performance-based design of fire facilities.” Accessed February 28, 2023. https://www.law.go.kr.
National Law Information Center. 2023. “Regulations regarding the installation of local fire departments.” Accessed February 28, 2023. https://www.law.go.kr.
Noor, N. M., M. M. Al Bakri Abdullah, A. S. Yahaya, and N. A. Ramli. 2015. “Comparison of linear interpolation method and mean method to replace the missing values in environmental data set.” In Materials science forum. Zurich, Switzerland: Scientific.Net.
Omidvari, M., N. Mansouri, and J. Nouri. 2015. “A pattern of fire risk assessment and emergency management in educational center laboratories.” Saf. Sci. 73 (Mar): 34–42. https://doi.org/10.1016/j.ssci.2014.11.003.
Qin, D., P. K. Gao, F. Aslam, M. Sufian, and H. Alabduljabbar. 2022. “A comprehensive review on fire damage assessment of reinforced concrete structures.” Case Stud. Constr. Mater. 16 (Jun): e00843. https://doi.org/10.1016/j.cscm.2021.e00843.
Rahardjo, H. A., and M. Prihanton. 2020. “The most critical issues and challenges of fire safety for building sustainability in Jakarta.” J. Build. Eng. 29 (May): 101133. https://doi.org/10.1016/j.jobe.2019.101133.
Razafimahazo, E., P. De Saqui-Sannes, R. A. Vingerhoeds, C. Baron, J. Soulax, and R. Mege. 2021. “Mastering complexity for indoor inspection drone development.” In Proc., 2021 IEEE Int. Symp. on Systems Engineering (ISSE). New York: IEEE.
Salleh, N., A. S. Nuzaihan Aras, N. Norazman, and S. N. Kamaruzzaman. 2023. “Fire risk assessment of Malaysia public hospital buildings.” J. Facil. Manage. 21 (4): 635–650. https://doi.org/10.1108/JFM-11-2021-0138/FULL/HTML.
Shahi, K., B. Y. McCabe, and A. Shahi. 2019. “Framework for automated model-based e-permitting system for municipal jurisdictions.” J. Manage. Eng. 35 (6): 04019025. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000712.
Silvani, X., and F. Morandini. 2009. “Fire spread experiments in the field: Temperature and heat fluxes measurements.” Fire Saf. J. 44 (2): 279–285. https://doi.org/10.1016/j.firesaf.2008.06.004.
Song, Y., L. Niu, and Y. Li. 2019. “Combinatorial spatial data model for building fire simulation and analysis.” ISPRS Int. J. Geo-Inf. 8 (9): 408. https://doi.org/10.3390/ijgi8090408.
Sun, Q., and Y. Turkan. 2020. “A BIM-based simulation framework for fire safety management and investigation of the critical factors affecting human evacuation performance.” Adv. Eng. Inf. 44 (Apr): 101093. https://doi.org/10.1016/j.aei.2020.101093.
Tayeh, R., and R. R. A. Issa. 2020. “Interactive holograms for construction coordination and quantification.” J. Manage. Eng. 36 (6): 04020079. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000847.
Tongthong, T., T. Nyimin, and V. Peansupap. 2023. “A system for developing and evaluating fire extinguisher plans of construction projects in virtual environments.” J. Inf. Technol. Constr. 28 (Apr): 200–219. https://doi.org/10.36680/j.itcon.2023.010.
US GAO (Government Accountability Office). 2022. Federal fire prevention and control act of 1974. Washington, DC: US GAO.
Wang, H., and X. Meng. 2021. “BIM-supported knowledge management: Potentials and expectations.” J. Manage. Eng. 37 (4): 04021032. https://doi.org/10.1061/(asce)me.1943-5479.0000934.
Wang, S. H., W. C. Wang, K. C. Wang, and S. Y. Shih. 2015. “Applying building information modeling to support fire safety management.” Autom. Constr. 59 (Nov): 158–167. https://doi.org/10.1016/j.autcon.2015.02.001.
Yang, A., M. Han, Q. Zeng, and Y. Sun. 2021. “Adopting building information modeling (BIM) for the development of smart buildings: A review of enabling applications and challenges.” Adv. Civ. Eng. 2021 (Mar): 1–26.
Zhang, D., J. Zhang, H. Xiong, Z. Cui, and D. Lu. 2019. “Taking advantage of collective intelligence and BIM-based virtual reality in fire safety inspection for commercial and public buildings.” Appl. Sci. 9 (23): 5068. https://doi.org/10.3390/app9235068.
Zhang, H. 2020. “Design and implementation of BIM-based fire risk assessment system.” J. Phys. Conf. Ser. 1584 (May): 012064. https://doi.org/10.1088/1742-6596/1584/1/012064.
Zhou, X., Y. Zhang, G. Chen, and M. Zheng. 2021. “A model for physics-based fire simulation and analysis.” Virtual Real 25 (2): 421–432. https://doi.org/10.1007/s10055-020-00465-3.

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Go to Journal of Management in Engineering
Journal of Management in Engineering
Volume 40Issue 1January 2024

History

Received: May 23, 2023
Accepted: Aug 16, 2023
Published online: Oct 27, 2023
Published in print: Jan 1, 2024
Discussion open until: Mar 27, 2024

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Graduate Research Assistant, Dept. of Architectural Engineering, Sejong Univ., Seoul 05006, South Korea. Email: [email protected]
Graduate Research Assistant, Dept. of Architectural Engineering, Sejong Univ., Seoul 05006, South Korea. Email: [email protected]
Professor, Deep Learning Architecture Research Center, Dept. of Architectural Engineering, Sejong Univ., Seoul 05006, South Korea. ORCID: https://orcid.org/0000-0002-8036-4204. Email: [email protected]
Underwood Distinguished Professor, Dept. of Architecture and Architectural Engineering, Yonsei Univ., Seoul 03722, South Korea. ORCID: https://orcid.org/0000-0001-5136-8276. Email: [email protected]
Jongbaek An [email protected]
Graduate Research Assistant and Ph.D. Student, Dept. of Architecture and Architectural Engineering, Yonsei Univ., Seoul 03722, South Korea. Email: [email protected]
Assistant Professor, Deep Learning Architecture Research Center, Dept. of Architectural Engineering, Sejong Univ., Seoul 05006, South Korea (corresponding author). ORCID: https://orcid.org/0000-0001-9127-9243. Email: [email protected]

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