Research Article

Vulnerability Analysis of Fire Spreading in a Building using Fuzzy Logic and its Integration in a Decision Support System

by  Sanae Khali Issa, Abdellah Azmani, Benaissa Amami
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 76 - Issue 6
Published: August 2013
Authors: Sanae Khali Issa, Abdellah Azmani, Benaissa Amami
10.5120/13255-0732
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Sanae Khali Issa, Abdellah Azmani, Benaissa Amami . Vulnerability Analysis of Fire Spreading in a Building using Fuzzy Logic and its Integration in a Decision Support System. International Journal of Computer Applications. 76, 6 (August 2013), 48-53. DOI=10.5120/13255-0732

                        @article{ 10.5120/13255-0732,
                        author  = { Sanae Khali Issa,Abdellah Azmani,Benaissa Amami },
                        title   = { Vulnerability Analysis of Fire Spreading in a Building using Fuzzy Logic and its Integration in a Decision Support System },
                        journal = { International Journal of Computer Applications },
                        year    = { 2013 },
                        volume  = { 76 },
                        number  = { 6 },
                        pages   = { 48-53 },
                        doi     = { 10.5120/13255-0732 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2013
                        %A Sanae Khali Issa
                        %A Abdellah Azmani
                        %A Benaissa Amami
                        %T Vulnerability Analysis of Fire Spreading in a Building using Fuzzy Logic and its Integration in a Decision Support System%T 
                        %J International Journal of Computer Applications
                        %V 76
                        %N 6
                        %P 48-53
                        %R 10.5120/13255-0732
                        %I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper, a new method is proposed to analyze the vulnerability of fire spreading in building. This study is based on the application of the artificial intelligence using fuzzy logic. After an overview of the phenomenon of spreading [1] [2], an identification of the various parameters that may influence this phenomenon has been achieved and by applying fuzzy logic technique, the vulnerability analysis has been established. This study represents an important step for modeling a decision support system in order to optimize the fire risk in a building.

References
  • J. Michel d'Hoop, Sécurité incendie bâtiment, Référence SE2050, Date de publication : 10 avr. 2002.
  • Grandjean, P. Jouve, La sécurité incendie dans les bâtiments recevant du public, Paris (Fr. ) : Editions du Moniteur, 1984. 224 p.
  • Hajira Bakkali, Sanae Khali Issa, Abdellah Azmani, The modeling of fire hazards in a goods warehouse by the Bayesian network, International Journal of Emerging Trends in Engineering and Development, 2249-6149, March 2013.
  • Sanae Khali Issa, Abdellah Azmani, Karima Zejli : Approche de modélisation de la propagation de l'incendie dans un édifice et son intégration dans un système décisionnel, colloque international Veille Stratégique Scientifique et Technologique (VSST), Ajaccio France, 25 Mai 2012.
  • P. Naïm, P. H. Wuillemin, Ph. Leray, O. Pourret, A. Becker, Les Réseaux Bayésiens, Groupe Eyrolles, 2004.
  • B. Bouzy, Réseaux Bayésiens, 26 février 2008.
  • H. Cheng, G. V. . Hadjisophocleous: The modeling of fire spread in buildings by Bayesian network, Fire Safety Journal 44 901–908, 2009.
  • J. Chorier, Diagnostic et évaluation des risques incendie d'une construction et de sa mise en sécurité, Université de Savoie, France, 8 Février 2007.
  • S. R. Bishop and P. G. Holborn, Dynamic modelling of building fires, Appl. Math. Modelling, 1993, Vol. 17, April
  • Hao Cheng, George V. Hadjisophocleous, Dynamic modeling of fire spread in building, Fire Safety Journal 46(2011)211–224
  • L. Thomas, G. Archambault, Sécurité incendie, Edition 2005.
  • Sanae Khali Issa, Abdellah Azmani, Karima Zejli: Predictive Management of Fire Risks in Building, International Journal of Computer Applications 58(15):7-11, November 2012.
  • H. Cheng, G. V. Hadjisophocleous: The modeling of fire spread in buildings by Bayesian network, Fire Safety Journal 44 901–908, 2009.
  • Margrethe Kobes, Ira Helsloot, Bauke de Vries, Jos G. Post, Building safety and human behaviour in fire: A literature review, Fire Safety Journal, Volume 45, Issue 1, January 2010, Pages 1-11, ISSN 0379-7112
  • Sanae Khali Issa, Abdellah Azmani, Benaissa Amami, Gestion prédictive des risques d'incendies, publié au TELECOM2011 & 7ème JFMMA, Tanger MAROC, Mars 16-18, 2011
  • Vile?mNova?k, Jir?i? Moc?kor?, Irina Perfilieva, Mathematical principles of fuzzy logic, Boston, Mass. [u. a. ]: Kluwer Academic, 1999.
  • Kwang H. Lee, First course on Fuzzy Theory and Applications, Springer, 7 October 2004
  • Robert Fuller, Neural Fuzzy Systems, ISBN 951-650-624-0, ISSN 0358-5654, Abo 1995.
  • L. A. Zadeh, Outline of a new approach to the analysis of complex systems and decision processes, IEEE Transactions on Systems, Man and Cybernetics SMC-3, 28-44, 1973
  • Fuzzy logic toolbox for user with Matlab, MathsWorks R2013a.
Index Terms
Computer Science
Information Sciences
No index terms available.
Keywords

Artificial intelligence fuzzy set vulnerability spreading fire risk

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