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A Bayesian network based approach for modeling and assessing resilience: A case study of a full service deep water port

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  • Hossain, Niamat Ullah Ibne
  • Nur, Farjana
  • Hosseini, Seyedmohsen
  • Jaradat, Raed
  • Marufuzzaman, Mohammad
  • Puryear, Stephen M.

Abstract

Ports are an integral part of the transportation system and are often susceptible to a diverse range of risks, including natural disasters, malicious cyber-attacks, technological factors, organizational factors, economic factors, and human error. To address the challenges triggered by these diverse risks, this research identifies the basic factors that could enhance the resilience of the port system. After these factors are identified and expressed as different resilience capacities, they are used to quantify the resilience of the port infrastructure by applying a Bayesian network. Quantification of resilience is further analyzed based on different advanced techniques such as forward propagation, backward propagation, sensitivity analysis, and information theory. The formal interpretation of these analyses indicates that maintenance, alternate routing, and manpower restoration are the leading factors contributing to enhancing the resilience of a port infrastructure system under disruptive conditions.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:reensy:v:189:y:2019:i:c:p:378-396
    DOI: 10.1016/j.ress.2019.04.037
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