A Comprehensive Framework for Fire Evacuation Modelling

Strategic planning for the evacuation of occupants from buildings becomes crucial during disaster response operations, especially in the context of fire emergencies that pose a direct threat to human lives. This study addresses the specific challenges associated with fire evacuation in smart buildin...

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Main Authors: Murni Fatehah, Alias, Al Fahim, Mubarak Ali, Rozlina, Mohamed
Format: Article
Language:English
Published: Tianjin University 2024
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/40394/
http://umpir.ump.edu.my/id/eprint/40394/1/A%20Comprehensive%20Framework%20for%20Fire%20Evacuation%20Modelling%20%28paper%29.pdf
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author Murni Fatehah, Alias
Al Fahim, Mubarak Ali
Rozlina, Mohamed
author_facet Murni Fatehah, Alias
Al Fahim, Mubarak Ali
Rozlina, Mohamed
author_sort Murni Fatehah, Alias
building UMP Institutional Repository
collection Online Access
description Strategic planning for the evacuation of occupants from buildings becomes crucial during disaster response operations, especially in the context of fire emergencies that pose a direct threat to human lives. This study addresses the specific challenges associated with fire evacuation in smart buildings within the Internet of Things environment. Despite their enhanced connectivity and accessibility, these buildings are still vulnerable to crises; therefore, efficient and swift occupant evacuation planning is necessary. Developing a successful evacuation plan for these situations calls for in-depth knowledge of smart building characteristics, evacuation factors, and skilful modelling. In order to overcome this problem, the research proposed a metamodel approach that serves as a modelling grammar and syntax for systematic design. The metamodel is constructed based on common evacuation model terminology and fire emergency variables. Through the use of a graphical editor and model transformation, the metamodel undergoes validation using a model-checking technique. In abstract modelling, this validation technique provides crucial insights into the accuracy and completeness of the metamodel in enhancing the resilience of smart building evacuation systems.
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spelling ump-403942024-02-16T07:34:30Z http://umpir.ump.edu.my/id/eprint/40394/ A Comprehensive Framework for Fire Evacuation Modelling Murni Fatehah, Alias Al Fahim, Mubarak Ali Rozlina, Mohamed Q Science (General) QA75 Electronic computers. Computer science Strategic planning for the evacuation of occupants from buildings becomes crucial during disaster response operations, especially in the context of fire emergencies that pose a direct threat to human lives. This study addresses the specific challenges associated with fire evacuation in smart buildings within the Internet of Things environment. Despite their enhanced connectivity and accessibility, these buildings are still vulnerable to crises; therefore, efficient and swift occupant evacuation planning is necessary. Developing a successful evacuation plan for these situations calls for in-depth knowledge of smart building characteristics, evacuation factors, and skilful modelling. In order to overcome this problem, the research proposed a metamodel approach that serves as a modelling grammar and syntax for systematic design. The metamodel is constructed based on common evacuation model terminology and fire emergency variables. Through the use of a graphical editor and model transformation, the metamodel undergoes validation using a model-checking technique. In abstract modelling, this validation technique provides crucial insights into the accuracy and completeness of the metamodel in enhancing the resilience of smart building evacuation systems. Tianjin University 2024 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/40394/1/A%20Comprehensive%20Framework%20for%20Fire%20Evacuation%20Modelling%20%28paper%29.pdf Murni Fatehah, Alias and Al Fahim, Mubarak Ali and Rozlina, Mohamed (2024) A Comprehensive Framework for Fire Evacuation Modelling. Journal of Tianjin University Science and Technology, 57 (2). pp. 1-19. ISSN 0493-2137. (Published) https://tianjindaxuexuebao.com/details.php?id=570201
spellingShingle Q Science (General)
QA75 Electronic computers. Computer science
Murni Fatehah, Alias
Al Fahim, Mubarak Ali
Rozlina, Mohamed
A Comprehensive Framework for Fire Evacuation Modelling
title A Comprehensive Framework for Fire Evacuation Modelling
title_full A Comprehensive Framework for Fire Evacuation Modelling
title_fullStr A Comprehensive Framework for Fire Evacuation Modelling
title_full_unstemmed A Comprehensive Framework for Fire Evacuation Modelling
title_short A Comprehensive Framework for Fire Evacuation Modelling
title_sort comprehensive framework for fire evacuation modelling
topic Q Science (General)
QA75 Electronic computers. Computer science
url http://umpir.ump.edu.my/id/eprint/40394/
http://umpir.ump.edu.my/id/eprint/40394/
http://umpir.ump.edu.my/id/eprint/40394/1/A%20Comprehensive%20Framework%20for%20Fire%20Evacuation%20Modelling%20%28paper%29.pdf