Integration of Smoke Effect and Blind Evacuation Strategy (SEBES) within fire evacuation simulation

Abstract Many fire evacuation models have been proposed in recent years to better simulate such as an emergency situation. However most of them do not respect a recommendation of fire evacuation experts regarding the fact that evacuees should follow the boundaries of obstacles or wall to find the exits when their visibility is limited by smoke. This paper presents an agent-based evacuation model with Smoke Effect and Blind Evacuation Strategy (SEBES) which respects that recommendation by integrating a model of smoke diffusion and its effect on the evacuee’s visibility, speed, and evacuation strategy. The implementation of this model enables us to optimise the evacuation strategies taking into account the level of visibility. The obtained simulation results on a realistic model of the Metro supermarket of Hanoi confirm the important impact of smoke effect and blind evacuation strategy on the number of casualties.

[1]  Volker Schneider,et al.  Egress Route Choice Modelling—Concepts and Applications , 2010 .

[2]  Jing Wu,et al.  Determinants of housing liquidity in Chinese cities: Does market maturity matter? , 2008 .

[3]  Yoshiteru Ishida,et al.  Emergence of cooperation as the impact of evacuee's solidarity , 2011, 2011 IEEE International Symposium on Safety, Security, and Rescue Robotics.

[4]  Weiguo Song,et al.  Accounting for Emergency Response in Building Evacuation: Modeling Differential Egress Capacity Solutions | NIST , 2007 .

[5]  Avgoustinos Filippoupolitis An Adaptive System for Movement Decision Support in Building Evacuation , 2010, ISCIS.

[6]  Erica D. Kuligowski,et al.  The Need for Behavioral Theory in Evacuation Modeling , 2010 .

[7]  Edwin R. Galea,et al.  Simulating Smoke Transport in Large Scale Enclosure Fires Using a Multi-Particle-Size Model , 2011 .

[8]  Wentong Cai,et al.  Agent‐based human behavior modeling for crowd simulation , 2008, Comput. Animat. Virtual Worlds.

[9]  Juan M. Orduña,et al.  Analyzing Large-Scale Crowd Simulations for Building Evacuation , 2010, PAAMS.

[10]  Yiqing Lin,et al.  Agent-Based Simulation of Evacuation: An Office Building Case Study , 2010 .

[11]  任爱珠,et al.  Agent-Based Evacuation Model Incorporating Fire Scene and Building Geometry , 2008 .

[12]  Xiaolin Hu,et al.  Modeling group structures in pedestrian crowd simulation , 2010, Simul. Model. Pract. Theory.

[13]  Alok Chaturvedi,et al.  DDDAS for Fire and Agent Evacuation Modeling of the Rhode Island Nightclub Fire , 2006, International Conference on Computational Science.

[14]  Yanhui Wang,et al.  Combining building and behavior models for evacuation planning. , 2011 .

[15]  Uwe Rüppel,et al.  Designing a BIM-based serious game for fire safety evacuation simulations , 2011, Adv. Eng. Informatics.

[16]  T. Vicsek,et al.  Simulation of pedestrian crowds in normal and evacuation situations , 2002 .

[17]  Caro Lucas,et al.  Adaptation of Personality-Based Decision Making to Crowd Behavior Simulations , 2008, AIMSA.

[18]  S. Sillem MODELLING SELF-RELIANCE, EVACUATION AND FIRE FIGHTING ACTIVITIES DURING A LARGE FIRE IN A PUBLIC BUILDING - A DYNAMIC APPROACH , 2007 .

[19]  Amr Kandil,et al.  Agent-Based Simulation of Labour Emergency Evacuation in High-Rise Building Construction Sites , 2012 .

[20]  Tomoichi Takahashi,et al.  BDI agent model based evacuation simulation , 2011, AAMAS.

[21]  Alexis Drogoul,et al.  GAMA: An Environment for Implementing and Running Spatially Explicit Multi-agent Simulations , 2009, PRIMA.

[22]  Supat Patvichaichod,et al.  The Computational Fluid Dynamic Simulation of Fire Evacuation from the Student Dormitory , 2012 .

[23]  Erica D. Kuligowski,et al.  The Process of Human Behavior in Fires , 2009 .

[24]  Tomoichi Takahashi,et al.  Human Relationship Modeling in Agent-Based Crowd Evacuation Simulation , 2011, PRIMA.

[25]  Weifeng Yuan,et al.  A model for simulation of crowd behaviour in the evacuation from a smoke-filled compartment , 2011 .

[26]  Erol Gelenbe,et al.  Emergency response simulation using wireless sensor networks , 2008, Ambi-Sys '08.

[27]  Supat Patvichaichod,et al.  Modeling Fire Evacuation of a Library Building based on the Numerical Simulation , 2011 .

[28]  Milind Tambe,et al.  ESCAPES: evacuation simulation with children, authorities, parents, emotions, and social comparison , 2011, AAMAS.

[29]  Norman I. Badler,et al.  Real-Time Evacuation Simulation in Mine Interior Model of Smoke and Action , 2010 .

[30]  Kai Kang,et al.  A smoke model and its application for smoke management in an underground mass transit station , 2007 .

[31]  Jianyong Shi,et al.  An Agent-Based Simulation Model for Occupant Evacuation under Fire Conditions , 2009, 2009 WRI Global Congress on Intelligent Systems.

[32]  Arief Rahman,et al.  Using Agent-Based Simulation of Human Behavior to Reduce Evacuation Time , 2008, PRIMA.

[33]  Ameya Shendarkar,et al.  Crowd simulation for emergency response using BDI agents based on immersive virtual reality , 2008, Simul. Model. Pract. Theory.

[34]  Xu Jun,et al.  Study of Building Fire Evacuation Based on Continuous Model of FDS & EVAC , 2011, 2011 International Conference on Computer Distributed Control and Intelligent Environmental Monitoring.

[35]  Shen-Wen Chien,et al.  AN EVACUATION SIMULATION MODEL (ESM) FOR BUILDING EVALUATION , 2005 .

[36]  Sidney Dekker,et al.  SIX STAGES TO THE NEW VIEW OF HUMAN ERROR , 2007 .

[37]  Liang Zou,et al.  Application Of Virtual Reality Technology To Evacuation Simulation In Fire Disaster , 2006, CGVR.

[38]  Erol Gelenbe,et al.  A simulation framework for the investigation of adaptive behaviours in largely populated building evacuation scenarios , 2008 .

[39]  Kincho H. Law,et al.  A multi-agent based framework for the simulation of human and social behaviors during emergency evacuations , 2007, AI & SOCIETY.

[40]  Uwe Rüppel,et al.  BIM-BASED IMMERSIVE EVACUATION SIMULATIONS , 2010 .

[41]  Chimay J. Anumba,et al.  Computer simulations vs. building guidance to enhance evacuation performance of buildings during emergency events , 2011, Simul. Model. Pract. Theory.

[42]  Timo Korhonen,et al.  Fire Dynamics Simulator with Evacuation: FDS+Evac: Technical Reference and User's Guide , 2009 .