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Analysis of vulnerabilities in maritime supply chains

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  • Liu, Honglu
  • Tian, Zhihong
  • Huang, Anqiang
  • Yang, Zaili

Abstract

This paper aims to analyze the different concepts of “vulnerability†used in maritime supply chains, and to develop a novel framework with supporting models to identify and analyze the relevant vulnerabilities in the chains. A real case of the Maersk shipping line in its Asia-Europe route is studied to demonstrate the applicability of the proposed framework. We find that the investigated network has stronger robustness against random failures than that when facing deliberate attacks. Furthermore, to identify vulnerable nodes (i.e. ports) of the network, two different types of analysis are undertaken through a multi-centrality model and a robustness analysis model, respectively. Consequently, the vulnerabilities estimated through robustness analysis can ascertain those by the classical centrality methods when they appear on both analysis results. More importantly, the similarity between the two outcomes can help gain more confidence on the accuracy in terms of the identification of the vulnerabilities in the system, while the difference (if any) such as those identified by the robustness analysis but not by the centrality analysis (or vice versa) can trigger a further investigation to find the comprehensive vulnerable nodes against different threats/hazards. It will aid rational decision on design and operation of resilient and robust maritime supply chains.

Suggested Citation

  • Liu, Honglu & Tian, Zhihong & Huang, Anqiang & Yang, Zaili, 2018. "Analysis of vulnerabilities in maritime supply chains," Reliability Engineering and System Safety, Elsevier, vol. 169(C), pages 475-484.
  • Handle: RePEc:eee:reensy:v:169:y:2018:i:c:p:475-484
    DOI: 10.1016/j.ress.2017.09.018
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    References listed on IDEAS

    as
    1. Zohre Alipour & Mohammad Ali Saniee Monfared & Enrico Zio, 2014. "Comparing topological and reliability-based vulnerability analysis of Iran power transmission network," Journal of Risk and Reliability, , vol. 228(2), pages 139-151, April.
    2. Gert Sabidussi, 1966. "The centrality index of a graph," Psychometrika, Springer;The Psychometric Society, vol. 31(4), pages 581-603, December.
    3. Z. L. Yang & J. Wang & K. X. Li, 2013. "Maritime safety analysis in retrospect," Maritime Policy & Management, Taylor & Francis Journals, vol. 40(3), pages 261-277, May.
    4. Bian, Tian & Hu, Jiantao & Deng, Yong, 2017. "Identifying influential nodes in complex networks based on AHP," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 479(C), pages 422-436.
    5. César Ducruet & Theo Notteboom, 2012. "The worldwide maritime network of container shipping : Spatial structure and regional dynamics," Post-Print hal-03246962, HAL.
    6. Wang, Bing & Tang, Huanwen & Guo, Chonghui & Xiu, Zhilong & Zhou, Tao, 2006. "Optimization of network structure to random failures," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 368(2), pages 607-614.
    7. 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.
    8. César Ducruet & Faraz Zaidi, 2012. "Maritime constellations : A complex network approach to shipping and ports," Post-Print hal-03246963, HAL.
    9. Zwicker, William S., 1991. "The voters' paradox, spin, and the Borda count," Mathematical Social Sciences, Elsevier, vol. 22(3), pages 187-227, December.
    10. César Ducruet & Faraz Zaidi, 2012. "Maritime constellations: a complex network approach to shipping and ports," Maritime Policy & Management, Taylor & Francis Journals, vol. 39(2), pages 151-168, March.
    11. Réka Albert & Hawoong Jeong & Albert-László Barabási, 2000. "Error and attack tolerance of complex networks," Nature, Nature, vol. 406(6794), pages 378-382, July.
    12. Hernández-Perdomo, Elvis & Rocco, Claudio M. & Ramirez-Marquez, José E., 2016. "Node ranking for network topology-based cascade models – An Ordered Weighted Averaging operators' approach," Reliability Engineering and System Safety, Elsevier, vol. 155(C), pages 115-123.
    13. Parand, Fereshteh-Azadi & Rahimi, Hossein & Gorzin, Mohsen, 2016. "Combining fuzzy logic and eigenvector centrality measure in social network analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 459(C), pages 24-31.
    14. Hu, Yihong & Zhu, Daoli, 2009. "Empirical analysis of the worldwide maritime transportation network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(10), pages 2061-2071.
    15. Hu, Jiantao & Du, Yuxian & Mo, Hongming & Wei, Daijun & Deng, Yong, 2016. "A modified weighted TOPSIS to identify influential nodes in complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 444(C), pages 73-85.
    16. Ducruet, César & Rozenblat, Céline & Zaidi, Faraz, 2010. "Ports in multi-level maritime networks: evidence from the Atlantic (1996–2006)," Journal of Transport Geography, Elsevier, vol. 18(4), pages 508-518.
    17. César Ducruet & Faraz Zaidi, 2012. "Maritime constellations: A complex network approach to shipping and ports," Post-Print halshs-00551207, HAL.
    18. Bompard, Ettore & Napoli, Roberto & Xue, Fei, 2009. "Analysis of structural vulnerabilities in power transmission grids," International Journal of Critical Infrastructure Protection, Elsevier, vol. 2(1), pages 5-12.
    19. Seaton, Katherine A. & Hackett, Lisa M., 2004. "Stations, trains and small-world networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 339(3), pages 635-644.
    20. César Ducruet & Theo E. Notteboom, 2012. "The worldwide maritime network of container shipping: Spatial structure and regional dynamics," Post-Print halshs-00538051, HAL.
    21. Eusgeld, Irene & Kröger, Wolfgang & Sansavini, Giovanni & Schläpfer, Markus & Zio, Enrico, 2009. "The role of network theory and object-oriented modeling within a framework for the vulnerability analysis of critical infrastructures," Reliability Engineering and System Safety, Elsevier, vol. 94(5), pages 954-963.
    Full references (including those not matched with items on IDEAS)

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