Evaluating the operational resilience of small and medium-sized enterprises to flooding using a computational modelling and simulation approach: a case study of the 2007 flood in Tewkesbury

被引:18
作者
Coates, Graham [1 ]
Alharbi, Meshal [2 ]
Li, Chunhui [2 ]
Ahilan, Sangaralingam [3 ]
Wright, Nigel [4 ]
机构
[1] Newcastle Univ, Sch Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[2] Univ Durham, Dept Comp Sci, Durham DH1 3LE, England
[3] Univ Leeds, Sch Civil Engn, Leeds L62 9JT, W Yorkshire, England
[4] Nottingham Trent Univ, Sch Architecture Design & Built Environm, Nottingham NG1 4FQ, England
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2020年 / 378卷 / 2168期
基金
英国工程与自然科学研究理事会;
关键词
small and medium-sized enterprises; resilience; flood modelling; agent-based modelling; ORGANIZATIONAL RESILIENCE; DISASTER RECOVERY; FRAMEWORK; SMES; STRATEGIES; MANAGEMENT; INSIGHTS; EVENT; RISK;
D O I
10.1098/rsta.2019.0210
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The resilience of small and medium-sized enterprises (SMEs) to disruptive events is significant as this highly prevalent category of business forms the economic backbone in developed countries. This article provides an overview of the application of a computational modelling and simulation approach to evaluate SMEs' operational resilience to flooding based on combinations of structural and procedural mitigation measures that may be implemented to improve their premises' resistance to flooding and safeguard their business continuity. The approach integrates flood modelling and simulation with agent-based modelling and simulation (ABMS) within a modelled geographical environment. SMEs are modelled as agents based on findings of semi-structured interviews with SMEs that have experienced flooding or are at risk of flooding. In this paper, the ABMS has been applied to a new case study of the major flood event of 2007 in Tewkesbury. Furthermore, to enable an evaluation of the operational resilience of manufacturing SMEs in terms of the relative effectiveness of flood mitigation measures, a new coefficient based on production loss is introduced. Results indicate structural mitigation measures are more effective than procedural measures. While this result is intuitive, the approach provides a means of evaluating the relative effectiveness of combinations of mitigation measures that SMEs may implement to enhance their operational resilience to flooding. This article is part of the theme issue 'Urban flood resilience'.
引用
收藏
页数:16
相关论文
共 57 条
[11]   Agent-based modeling and simulation to assess flood preparedness and recovery of manufacturing small and medium-sized enterprises [J].
Coates, Graham ;
Li, Chunhui ;
Ahilan, Sangaralingam ;
Wright, Nigel ;
Alharbi, Meshal .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2019, 78 :195-217
[12]   An exploratory framework for the empirical measurement of resilience [J].
Cumming, GS ;
Barnes, G ;
Perz, S ;
Schmink, M ;
Sieving, KE ;
Southworth, J ;
Binford, M ;
Holt, RD ;
Stickler, C ;
Van Holt, T .
ECOSYSTEMS, 2005, 8 (08) :975-987
[13]   An agent-based model for risk-based flood incident management [J].
Dawson, Richard J. ;
Peppe, Roger ;
Wang, Miao .
NATURAL HAZARDS, 2011, 59 (01) :167-189
[14]   Exploring the Role of Social Media and Individual Behaviors in Flood Evacuation Processes: An Agent-Based Modeling Approach [J].
Du, Erhu ;
Cai, Ximing ;
Sun, Zhiyong ;
Minsker, Barbara .
WATER RESOURCES RESEARCH, 2017, 53 (11) :9164-9180
[15]   An Agent-Based Model of Flood Risk and Insurance [J].
Dubbelboer, Jan ;
Nikolic, Igor ;
Jenkins, Katie ;
Hall, Jim .
JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2017, 20 (01)
[16]  
Duchek Stephanie., 2019, BUSINESS RES, DOI [https://doi.org/10.1007/s40685-019-0085-7, DOI 10.1007/S40685-019-0085-7, 10.1007/s40685-019-0085-7]
[17]   An adaptive multi-agent system for cost collaborative management in supply chains [J].
Fu, Jianxi ;
Fu, Yuanlue .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2015, 44 :91-100
[18]   Bargaining power and information in SME lending [J].
Grunert, Jens ;
Norden, Lars .
SMALL BUSINESS ECONOMICS, 2012, 39 (02) :401-417
[19]   Resilience and competitiveness of small and medium size enterprises: an empirical research [J].
Gunasekaran, Angappa ;
Rai, Bharatendra K. ;
Griffin, Michael .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2011, 49 (18) :5489-5509
[20]   The effectiveness of flood risk communication strategies and the influence of social networks-Insights from an agent-based model [J].
Haer, Toon ;
Botzen, W. J. Wouter ;
Aerts, Jeroen C. J. H. .
ENVIRONMENTAL SCIENCE & POLICY, 2016, 60 :44-52