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Development of an integrated risk assessment method to quantify the life safety risk in buildings in case of fire

Bart Van Weyenberge (UGent) , Xavier Deckers (UGent) , Robby Caspeele (UGent) and Bart Merci (UGent)
(2019) FIRE TECHNOLOGY. p.1-32
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Abstract
An integrated probabilistic risk assessment methodology is developed for the purpose of quantifying the life safety level of people present in buildings in the context of fire safety design. Multiple risk based concepts and tools have been developed in previous research to objectify performance based design methods for simple building types and layouts. However, these available models lack an integrated approach for challenging building designs and moreover they are not adequately coupled, most often resulting in a significant computational effort. Hence, there is a need for a pratical and efficient framework for dealing with complicated building layouts and different occupancy types. Therefore, a computationally efficient quantitative risk assessment method is developed that provides a framework by combining deterministic sub-models and probabilistic techniques to quantify the fire safety level by means of failure probabilities, individual and societal risk. The deterministic framework is supported by analytical and numerical models. The probabilistic framework is supported by response surface modelling, sampling techniques and limit state design. Following the theoretical description of the model, a case study of a five storey commercial shopping mall of 25,000 m² is elaborated and discussed as proof of concept. Multiple fire, building and occupant variables are implemented in the model. Three different fire safety designs are compared, resulting in quantified risks between 10-6 and 10-8. The case study proves the validity of the newly developed integrated methodology for this type of buildings and its benefits in fire safety engineering.
Keywords
Fire safety, Performance based design, Probabilistic risk assessment, Life safety

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Citation

Please use this url to cite or link to this publication:

MLA
Van Weyenberge, Bart et al. “Development of an Integrated Risk Assessment Method to Quantify the Life Safety Risk in Buildings in Case of Fire.” FIRE TECHNOLOGY (2019): 1–32. Print.
APA
Van Weyenberge, B., Deckers, X., Caspeele, R., & Merci, B. (2019). Development of an integrated risk assessment method to quantify the life safety risk in buildings in case of fire. FIRE TECHNOLOGY, 1–32.
Chicago author-date
Van Weyenberge, Bart, Xavier Deckers, Robby Caspeele, and Bart Merci. 2019. “Development of an Integrated Risk Assessment Method to Quantify the Life Safety Risk in Buildings in Case of Fire.” Fire Technology: 1–32.
Chicago author-date (all authors)
Van Weyenberge, Bart, Xavier Deckers, Robby Caspeele, and Bart Merci. 2019. “Development of an Integrated Risk Assessment Method to Quantify the Life Safety Risk in Buildings in Case of Fire.” Fire Technology: 1–32.
Vancouver
1.
Van Weyenberge B, Deckers X, Caspeele R, Merci B. Development of an integrated risk assessment method to quantify the life safety risk in buildings in case of fire. FIRE TECHNOLOGY. Springer Nature; 2019;1–32.
IEEE
[1]
B. Van Weyenberge, X. Deckers, R. Caspeele, and B. Merci, “Development of an integrated risk assessment method to quantify the life safety risk in buildings in case of fire,” FIRE TECHNOLOGY, pp. 1–32, 2019.
@article{8607108,
  abstract     = {An integrated probabilistic risk assessment methodology is developed for the purpose of quantifying the life safety level of people present in buildings in the context of fire safety design. Multiple risk based concepts and tools have been developed in previous research to objectify performance based design methods for simple building types and layouts. However, these available models lack an integrated approach for challenging building designs and moreover they are not adequately coupled, most often resulting in a significant computational effort. Hence, there is a need for a pratical and efficient framework for dealing with complicated building layouts and different occupancy types. Therefore, a computationally efficient quantitative risk assessment method is developed that provides a framework by combining deterministic sub-models and probabilistic techniques to quantify the fire safety level by means of failure probabilities, individual and societal risk. The deterministic framework is supported by analytical and numerical models. The probabilistic framework is supported by response surface modelling, sampling techniques and limit state design. Following the theoretical description of the model, a case study of a five storey commercial shopping mall of 25,000 m² is elaborated and discussed as proof of concept. Multiple fire, building and occupant variables are implemented in the model. Three different fire safety designs are compared, resulting in quantified risks between  10-6 and 10-8. The case study proves the validity of the newly developed integrated methodology for this type of buildings and its benefits in fire safety engineering.},
  author       = {Van Weyenberge, Bart and Deckers, Xavier and Caspeele, Robby and Merci, Bart},
  issn         = {0015-2684},
  journal      = {FIRE TECHNOLOGY},
  keywords     = {Fire safety,Performance based design,Probabilistic risk assessment,Life safety},
  language     = {eng},
  pages        = {1--32},
  publisher    = {Springer Nature},
  title        = {Development of an integrated risk assessment method to quantify the life safety risk in buildings in case of fire},
  url          = {http://dx.doi.org/10.1007/s10694-018-0763-6},
  year         = {2019},
}

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