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An open multi-physics framework for modelling wildland-urban interface fire evacuations
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An open multi-physics framework for modelling wildland-urban interface fire evacuations_pre-print.pdf | Accepted version | 950.27 kB | Adobe PDF | View/Open |
Title: | An open multi-physics framework for modelling wildland-urban interface fire evacuations |
Authors: | Ronchi, E Gwynne, SMV Rein, G Intini, P Wadhwani, R |
Item Type: | Journal Article |
Abstract: | Fire evacuations at wildland-urban interfaces (WUI) pose a serious challenge to the emergency services, and are a global issue affecting thousands of communities around the world. This paper presents a multi-physics framework for the simulation of evacuation in WUI wildfire incidents, including three main modelling layers: wildfire, pedestrians, and traffic. Currently, these layers have been mostly modelled in isolation and there is no comprehensive model which accounts for their integration. The key features needed for system integration are identified, namely: consistent level of refinement of each layer (i.e. spatial and temporal scales) and their application (e.g. evacuation planning or emergency response), and complete data exchange. Timelines of WUI fire events are analysed using an approach similar to building fire engineering (available vs. required safe egress times for WUI fires, i.e. WASET/WRSET). The proposed framework allows for a paradigm shift from current wildfire risk assessment and mapping tools towards dynamic fire vulnerability mapping. This is the assessment of spatial and temporal vulnerabilities based on the wildfire threat evolution along with variables related to the infrastructure, population and network characteristics. This framework allows for the integration of the three main modelling layers affecting WUI fire evacuation and aims at improving the safety of WUI communities by minimising the consequences of wildfire evacuations. |
Issue Date: | 1-Oct-2019 |
Date of Acceptance: | 6-Jun-2019 |
URI: | http://hdl.handle.net/10044/1/73990 |
DOI: | https://dx.doi.org/10.1016/j.ssci.2019.06.009 |
ISSN: | 0925-7535 |
Publisher: | Elsevier |
Start Page: | 868 |
End Page: | 880 |
Journal / Book Title: | Safety Science |
Volume: | 118 |
Copyright Statement: | © 2019 Elsevier Ltd. All rights reserved. This manuscript is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Licence http://creativecommons.org/licenses/by-nc-nd/4.0/ |
Sponsor/Funder: | Fire Protection Research Foundation Inc |
Funder's Grant Number: | See Further Info |
Keywords: | Science & Technology Technology Engineering, Industrial Operations Research & Management Science Engineering Wildland-urban interface (WUI) Fire Evacuation Modelling Decision making WILDFIRE EVACUATION SIMULATION BEHAVIOR SURFACE Science & Technology Technology Engineering, Industrial Operations Research & Management Science Engineering Wildland-urban interface (WUI) Fire Evacuation Modelling Decision making WILDFIRE EVACUATION SIMULATION BEHAVIOR SURFACE Human Factors 09 Engineering 11 Medical and Health Sciences 17 Psychology and Cognitive Sciences |
Publication Status: | Published |
Online Publication Date: | 2019-06-21 |
Appears in Collections: | Mechanical Engineering Faculty of Engineering |