Evacuation risk assessment of regional evacuation for major accidents and its application in emergency planning: A case study

Abstract Major accidents, like toxic gas releases, fires and explosions, may influence a large area. And thus, evacuation is a necessary public protection measure to mitigate the health consequences of major accidents, but risk assessment is still required. This paper focuses on providing an assessment framework of evacuation risk for major accidents, and the exposure dose calculated based on vulnerability model and accident probability is introduced to predict the risk. Evacuation risk evaluation based on “ALARP” guidelines is employed to partition the emergency planning area and to give suggestions for emergency preparation, as well as to classify the alternatives of evacuation flow assignment and find the optimal solution to decide whether to evacuate or to take shelter-in-place for emergency response through using different heuristics. The goal of its application in emergency response planning is to provide a fast heuristic method to select evacuation paths, but neither to minimize the evacuation time nor minimize the evacuation risk. The primary intention is to find an optimal solution within optimized evacuation time and with acceptable evacuation risk. A case study on evacuation risk assessment for phosgene leak accident in Yantai, China is used as an example to illustrate evacuation risk assessment process and its application in emergency preparation and response.

[1]  Jukka M. Krisp,et al.  Kernel Density Estimations for Visual Analysis of Emergency Response Data , 2010 .

[2]  W. Duan,et al.  The situation of hazardous chemical accidents in China between 2000 and 2006. , 2011, Journal of hazardous materials.

[3]  Jian Ma,et al.  Cellular automaton modeling approach for optimum ultra high-rise building evacuation design , 2012 .

[4]  J. Rodney Turner,et al.  THE HANDBOOK OF PROJECT-BASED MANAGEMENT , 2008 .

[5]  Q Yu,et al.  Safety distance assessment of industrial toxic releases based on frequency and consequence: a case study in Shanghai, China. , 2009, Journal of hazardous materials.

[6]  M. Lindell,et al.  Preparedness for emergency response: guidelines for the emergency planning process. , 2003, Disasters.

[7]  T. J. Kim,et al.  Economic impacts of transportation network changes: Implementation of a combined transportation network and input-output model , 2002 .

[8]  Gunnar G. Løvås,et al.  On performance measures for evacuation systems , 1995 .

[9]  H. Chanson,et al.  Turbulence in an inundated urban environment during a major flood: implications in terms of people evacuation and sediment deposition , 2013 .

[10]  Radim Bris,et al.  Time-dependent risk modeling of accidental events and responses in process industries , 2014, Reliab. Eng. Syst. Saf..

[11]  Richard L. Church,et al.  Mapping evacuation risk on transportation networks using a spatial optimization model , 2000 .

[12]  Hairong Dong,et al.  Necessity of guides in pedestrian emergency evacuation , 2016 .

[13]  Antonio Marcomini,et al.  Regional risk assessment approaches to land planning for industrial polluted areas in China: the Hulunbeier region case study. , 2014, Environment international.

[14]  William E. Dunn,et al.  Application of a quantitative risk assessment method to emergency response planning , 2007, Comput. Oper. Res..

[15]  M. Kwan,et al.  A model for evacuation risk assessment with consideration of pre- and post-disaster factors , 2012, Comput. Environ. Urban Syst..

[16]  Zhang Bin,et al.  The unfolding of '12.23' Kaixian blowout accident in China , 2009 .

[17]  Mei-Po Kwan,et al.  LiDAR assisted emergency response: Detection of transport network obstructions caused by major disasters , 2010, Comput. Environ. Urban Syst..

[18]  Valerio Cozzani,et al.  Towards dynamic risk analysis: A review of the risk assessment approach and its limitations in the chemical process industry , 2016 .

[19]  G. Kovács,et al.  Humanitarian logistics in disaster relief operations , 2007 .

[20]  Yuan Yuan,et al.  Path selection model and algorithm for emergency logistics management , 2009, Comput. Ind. Eng..

[21]  Jiang Chuan-sheng Survey on the public evacuation behavior in "4.16" accident at Tianyuan chemical factory of Chongqing , 2009 .

[22]  Guo-ming Chen,et al.  Simulation and assessment of SO2 toxic environment after ignition of uncontrolled sour gas flow of well blowout in hills. , 2010, Journal of hazardous materials.

[23]  Chris T. Kiranoudis,et al.  Modeling emergency evacuation for major hazard industrial sites , 2007, Reliab. Eng. Syst. Saf..

[24]  Enrico Quagliarini,et al.  Agent-based model for earthquake pedestrians’ evacuation in urban outdoor scenarios: Behavioural patterns definition and evacuation paths choice , 2014 .

[25]  P H Bottelberghs Risk analysis and safety policy developments in the Netherlands. , 2000, Journal of hazardous materials.

[26]  Alan T. Murray,et al.  Critical infrastructure : reliability and vulnerability , 2007 .

[27]  Jin-Hua Xu,et al.  An individual risk assessment framework for high-pressure natural gas wells with hydrogen sulphide, applied to a case study in China , 2014 .

[28]  Stephanie E. Chang Transportation Planning for Disasters: An Accessibility Approach , 2003 .

[29]  J. Vrijling,et al.  An overview of quantitative risk measures for loss of life and economic damage. , 2003, Journal of hazardous materials.

[30]  Elham Pourrahmani,et al.  Optimization of an evacuation plan with uncertain demands using fuzzy credibility theory and genetic algorithm , 2015 .

[31]  Michal Kapalka,et al.  Evacuation Route Assessment Model for Optimization of Evacuation in Buildings with Active Dynamic Signage System , 2014 .

[32]  Mao Liu,et al.  Risk Assessment of Major Hazards and its Application in Urban Planning: A Case Study , 2012, Risk analysis : an official publication of the Society for Risk Analysis.

[33]  Guo Zai-fu A discussion on the criteria for quantitative risk analysis of sour gas wells , 2009 .

[34]  Valerio Cozzani,et al.  Thresholds for domino effects and safety distances in the process industry: A review of approaches and regulations , 2015, Reliab. Eng. Syst. Saf..

[35]  Paraskevi S. Georgiadou,et al.  Multi-objective evolutionary emergency response optimization for major accidents. , 2010, Journal of hazardous materials.

[36]  Ioannis A. Papazoglou,et al.  Probabilistic safety analysis in chemical installations , 1992 .

[37]  M D Christou,et al.  The control of major accident hazards: the land-use planning issue. , 1999, Journal of hazardous materials.

[38]  Masanobu Shinozuka,et al.  Integrating Transportation Network and Regional Economic Models to Estimate the Costs of a Large Urban Earthquake , 2001 .

[39]  Bas Kolen,et al.  EvacuAid: a probabilistic model to determine the expected loss of life for different mass evacuation strategies during flood threats. , 2013, Risk analysis : an official publication of the Society for Risk Analysis.

[40]  B.J.M Ale,et al.  Risk assessment practices in The Netherlands , 2002 .

[41]  Young-Soo Myung,et al.  A cutting plane algorithm for computing k , 2004, Eur. J. Oper. Res..

[42]  Chu Guanquan,et al.  Study on probability distribution of fire scenarios in risk assessment to emergency evacuation , 2012 .

[43]  Jian Ma,et al.  Experimental study on evacuation process in a stairwell of a high-rise building , 2012 .

[44]  Wu Yu-jian Decision making of personnel emergency protective actions for toxic gas leakage accident , 2010 .

[45]  Jinhua Sun,et al.  An evacuation model coupling with toxic effect for chemical industrial park , 2015 .

[46]  Alexander Stepanov,et al.  Production , Manufacturing and Logistics Multi-objective evacuation routing in transportation networks , 2009 .

[47]  Vania Barcellos Gouvêa Campos,et al.  A Method for Evacuation Route Planning in Disaster Situations , 2012 .

[48]  Phillip Koshute Evaluation of Existing Models for Prediction of Hurricane Evacuation Response Curves , 2013 .

[49]  Valerio Cozzani,et al.  A methodology for the quantitative risk assessment of major accidents triggered by seismic events. , 2007, Journal of hazardous materials.

[50]  Alan T. Murray,et al.  Comparative Approaches for Assessing Network Vulnerability , 2008 .

[51]  Valerio Cozzani,et al.  Application of land-use planning criteria for the control of major accident hazards: a case-study. , 2006, Journal of hazardous materials.

[52]  Nan Zhang,et al.  Risk-based personal emergency response plan under hazardous gas leakage: Optimal information dissemination and regional evacuation in metropolises , 2017 .

[53]  Asad J. Khattak,et al.  Evacuee Route Choice Decisions in a Dynamic Hurricane Evacuation Context , 2012 .