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Assessment of port resilience using Bayesian network: A study of strategies to enhance readiness and response capacities

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  • Wang, Nanxi
  • Wu, Min
  • Yuen, Kum Fai

Abstract

Ports, as critical infrastructure, are a crucial part of the maritime transportation system (MTS) and are increasingly vulnerable to disturbances and disasters in the post-pandemic era. Resilience plays a crucial role in building sustainable infrastructure, and developing a resilient port system is a priority in planning and developing MTS. This paper aims to develop measures to enhance port resilience that can cope with risks and uncertainties. A circular four-stage method is proposed to study port resilience. The major disturbances that are currently affecting ports are summarized and classified. Then, a port resilience assessment model using the Bayesian network is proposed, in which various resilience strategies are categorized into different metrics to assess resilience capabilities (i.e. readiness and response capacities). The model is constructed based on expert judgment and statistical analysis. The Shanghai Yangshan Deepwater Port in China is used as a case study. The results show that natural disasters are major disruptors plaguing ports. The overall resilience of automated terminals is higher than that of non-automated terminals. Strategies to enhance visibility, such as building real-time data management systems and data analysis programs, have the most significant impact on improving ports’ readiness. Strategies to enhance recovery such as facility restoration and technology restoration are the most important when improving ports’ response capability.

Suggested Citation

  • Wang, Nanxi & Wu, Min & Yuen, Kum Fai, 2023. "Assessment of port resilience using Bayesian network: A study of strategies to enhance readiness and response capacities," Reliability Engineering and System Safety, Elsevier, vol. 237(C).
    • Handle: RePEc:eee:reensy:v:237:y:2023:i:c:s0951832023003083
    DOI: 10.1016/j.ress.2023.109394
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    1. Cheng-Hsien Hsieh & Hui-Huang Tai & Yang-Ning Lee, 2014. "Port vulnerability assessment from the perspective of critical infrastructure interdependency," Maritime Policy & Management, Taylor & Francis Journals, vol. 41(6), pages 589-606, November.
    2. Shafieezadeh, Abdollah & Ivey Burden, Lindsay, 2014. "Scenario-based resilience assessment framework for critical infrastructure systems: Case study for seismic resilience of seaports," Reliability Engineering and System Safety, Elsevier, vol. 132(C), pages 207-219.
    3. Vic Justice & Prashant Bhaskar & Hilary Pateman & Peter Cain & Stephen Cahoon, 2016. "US container port resilience in a complex and dynamic world," Maritime Policy & Management, Taylor & Francis Journals, vol. 43(2), pages 179-191, February.
    4. Almutairi, Ayedh & Collier, Zachary A. & Hendrickson, Daniel & Palma-Oliveira, José M. & Polmateer, Thomas L. & Lambert, James H., 2019. "Stakeholder mapping and disruption scenarios with application to resilience of a container port," Reliability Engineering and System Safety, Elsevier, vol. 182(C), pages 219-232.
    5. Liu, Tao & Bai, Guanghan & Tao, Junyong & Zhang, Yun-An & Fang, Yining & Xu, Bei, 2022. "Modeling and evaluation method for resilience analysis of multi-state networks," Reliability Engineering and System Safety, Elsevier, vol. 226(C).
    6. Sungki Kim & Sanggyun Choi & Chanho Kim, 2021. "The Framework for Measuring Port Resilience in Korean Port Case," Sustainability, MDPI, vol. 13(21), pages 1-20, October.
    7. Shirali, Gh.A. & Mohammadfam, I. & Ebrahimipour, V., 2013. "A new method for quantitative assessment of resilience engineering by PCA and NT approach: A case study in a process industry," Reliability Engineering and System Safety, Elsevier, vol. 119(C), pages 88-94.
    8. HOSSAIN, Niamat Ullah Ibne & Amrani, Safae El & Jaradat, Raed & Marufuzzaman, Mohammad & Buchanan, Randy & Rinaudo, Christina & Hamilton, Michael, 2020. "Modeling and assessing interdependencies between critical infrastructures using Bayesian network: A case study of inland waterway port and surrounding supply chain network," Reliability Engineering and System Safety, Elsevier, vol. 198(C).
    9. Ginters Buss & Patrick Gruning & Olegs Tkacevs, 2021. "Choosing the European Fiscal Rule," Working Papers 2021/03, Latvijas Banka.
    10. Hui Shan Loh & Vinh V. Thai, 2016. "Managing port-related supply chain disruptions (PSCDs): a management model and empirical evidence," Maritime Policy & Management, Taylor & Francis Journals, vol. 43(4), pages 436-455, May.
    11. Zhen, Lu & Lin, Shumin & Zhou, Chenhao, 2022. "Green port oriented resilience improvement for traffic-power coupled networks," Reliability Engineering and System Safety, Elsevier, vol. 225(C).
    12. Nanxi Wang & Daofang Chang & Xiaowei Shi & Jun Yuan & Yinping Gao, 2019. "Analysis and Design of Typical Automated Container Terminals Layout Considering Carbon Emissions," Sustainability, MDPI, vol. 11(10), pages 1-40, May.
    13. ., 2022. "The background to European Union shipping policy," Chapters, in: Globalisation, Policy and Shipping, chapter 2, pages 5-21, Edward Elgar Publishing.
    14. Pan, Xing & Dang, Yuheng & Wang, Huixiong & Hong, Dongpao & Li, Yuehong & Deng, Hongxu, 2022. "Resilience model and recovery strategy of transportation network based on travel OD-grid analysis," Reliability Engineering and System Safety, Elsevier, vol. 223(C).
    15. Jasmine Siu Lee Lam & Shiling Su, 2015. "Disruption risks and mitigation strategies: an analysis of Asian ports," Maritime Policy & Management, Taylor & Francis Journals, vol. 42(5), pages 415-435, July.
    16. Øyvind Berle & James B. Rice Jr. & Bjørn Egil Asbørnslett, 2011. "Failure modes in the maritime transportation system: a functional approach to throughput vulnerability," Maritime Policy & Management, Taylor & Francis Journals, vol. 38(6), pages 605-632, March.
    17. Alberto Camarero Orive & José Ignacio Parra Santiago & María Magdalena Esteban-Infantes Corral & Nicoletta González-Cancelas, 2020. "Strategic Analysis of the Automation of Container Port Terminals through BOT (Business Observation Tool)," Logistics, MDPI, vol. 4(1), pages 1-14, February.
    18. Lichun Chen & Elise Miller-Hooks, 2012. "Resilience: An Indicator of Recovery Capability in Intermodal Freight Transport," Transportation Science, INFORMS, vol. 46(1), pages 109-123, February.
    19. Yacov Y. Haimes, 2009. "On the Definition of Resilience in Systems," Risk Analysis, John Wiley & Sons, vol. 29(4), pages 498-501, April.
    20. Lam, Jasmine Siu Lee & Bai, Xiwen, 2016. "A quality function deployment approach to improve maritime supply chain resilience," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 92(C), pages 16-27.
    21. Wang, Nanxi & Yuen, Kum Fai, 2022. "Resilience assessment of waterway transportation systems: Combining system performance and recovery cost," Reliability Engineering and System Safety, Elsevier, vol. 226(C).
    22. Mansouri, Mo & Nilchiani, Roshanak & Mostashari, Ali, 2010. "A policy making framework for resilient port infrastructure systems," Marine Policy, Elsevier, vol. 34(6), pages 1125-1134, November.
    23. Kammouh, Omar & Gardoni, Paolo & Cimellaro, Gian Paolo, 2020. "Probabilistic framework to evaluate the resilience of engineering systems using Bayesian and dynamic Bayesian networks," Reliability Engineering and System Safety, Elsevier, vol. 198(C).
    24. Leogrande, Angelo & Magaletti, Nicola & Cosoli, Gabriele & Giardinelli, Vito O. M. & Massaro, Alessandro, 2022. "The Determinants of Internet User Skills in Europe," MPRA Paper 113123, University Library of Munich, Germany.
    25. ., 2022. "What is European integration for?," Chapters, in: Governing the EU in an Age of Division, chapter 4, pages 57-81, Edward Elgar Publishing.
    26. Hossain, Niamat Ullah Ibne & Nur, Farjana & Hosseini, Seyedmohsen & Jaradat, Raed & Marufuzzaman, Mohammad & Puryear, Stephen M., 2019. "A Bayesian network based approach for modeling and assessing resilience: A case study of a full service deep water port," Reliability Engineering and System Safety, Elsevier, vol. 189(C), pages 378-396.
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