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Modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents

Effective emergency evacuation planning is crucial for minimizing the impact of disasters on individuals and communities. To improve the efficiency and safety of vertical emergency evacuations, such as those from high-rise buildings or offshore platforms, it is important to understand and model...

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Main Authors: Hadj Sahraoui, Sami, Mohd Ibrahim, Azhar, Saeed Baqalaql, Odai, Al Mahmud, Suaib
Format: Proceeding Paper
Language:English
Published: IEEE Explore 2024
Subjects:
T Technology (General)
Online Access:http://irep.iium.edu.my/114299/7/114299_Modeling%20and%20simulation%20of%20human.pdf
http://irep.iium.edu.my/114299/
https://ieeexplore.ieee.org/document/10652504
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spelling my.iium.irep.1142992024-09-06T03:51:22Z http://irep.iium.edu.my/114299/ Modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents Hadj Sahraoui, Sami Mohd Ibrahim, Azhar Saeed Baqalaql, Odai Al Mahmud, Suaib T Technology (General) Effective emergency evacuation planning is crucial for minimizing the impact of disasters on individuals and communities. To improve the efficiency and safety of vertical emergency evacuations, such as those from high-rise buildings or offshore platforms, it is important to understand and model the key behaviors that affect the vertical evacuation process. This research aims to use fuzzy logic and Unity to model and simulate human behaviors during vertical emergency evacuations. For the evacuation modeling two approaches such as with fuzzy logic and without fuzzy logic have been tested. The results show that the intelligent fuzzy agents have greater tendency to choose elevators as exits than stairs. It was also depicted that integration of fuzzy logic in agents augmented the evacuation performance by improving the evacuation time by 17.59%. IEEE Explore 2024-09-04 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/114299/7/114299_Modeling%20and%20simulation%20of%20human.pdf Hadj Sahraoui, Sami and Mohd Ibrahim, Azhar and Saeed Baqalaql, Odai and Al Mahmud, Suaib (2024) Modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents. In: 2024 9th International Conference on Mechatronics Engineering (ICOM), 13-14 August 2024, Kulliyyah of Engineering, IIUM. https://ieeexplore.ieee.org/document/10652504 10.1109/ICOM61675.2024.10652504
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Hadj Sahraoui, Sami
Mohd Ibrahim, Azhar
Saeed Baqalaql, Odai
Al Mahmud, Suaib
Modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents
description Effective emergency evacuation planning is crucial for minimizing the impact of disasters on individuals and communities. To improve the efficiency and safety of vertical emergency evacuations, such as those from high-rise buildings or offshore platforms, it is important to understand and model the key behaviors that affect the vertical evacuation process. This research aims to use fuzzy logic and Unity to model and simulate human behaviors during vertical emergency evacuations. For the evacuation modeling two approaches such as with fuzzy logic and without fuzzy logic have been tested. The results show that the intelligent fuzzy agents have greater tendency to choose elevators as exits than stairs. It was also depicted that integration of fuzzy logic in agents augmented the evacuation performance by improving the evacuation time by 17.59%.
format Proceeding Paper
author Hadj Sahraoui, Sami
Mohd Ibrahim, Azhar
Saeed Baqalaql, Odai
Al Mahmud, Suaib
author_facet Hadj Sahraoui, Sami
Mohd Ibrahim, Azhar
Saeed Baqalaql, Odai
Al Mahmud, Suaib
author_sort Hadj Sahraoui, Sami
title Modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents
title_short Modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents
title_full Modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents
title_fullStr Modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents
title_full_unstemmed Modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents
title_sort modeling and simulation of human behaviors during vertical emergency evacuation via intelligent fuzzy agents
publisher IEEE Explore
publishDate 2024
url http://irep.iium.edu.my/114299/7/114299_Modeling%20and%20simulation%20of%20human.pdf
http://irep.iium.edu.my/114299/
https://ieeexplore.ieee.org/document/10652504
_version_ 1811679626887430144
score 13.211869

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