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Selection of countermeasure portfolio for shipping safety with consideration of investment risk aversion

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  • Wang, Lei
  • Liu, Qing
  • Dong, Shiyu
  • Guedes Soares, C.

Abstract

This paper proposes optimization models to select shipping safety countermeasure portfolios with consideration of the investment risk preferences of decision-makers. The formulation is extended from the basic economic safety model, where losses are scenario-specific and are expressed as a function of the countermeasure selection variables based on analysing the chain of events along accident paths. Conditional value-at-risk is introduced to measure the investment risk represented by the worst-case cost. Several single -objective programming models are formulated first to optimize the safety-related costs using either the expectation criterion in risk-neutral environments or the conditional value-at-risk criterion in risk-averse environments. Then a bi-objective model is presented by combining those two criteria. Simulation results indicate that the best countermeasures for the expectation objectives are different from those for the conditional value-at-risk objectives. Such findings provide shipping safety investment planners insights in balancing not only the active investment and the accident loss but the return and the risk of the investment, to achieve a selection of countermeasures that is cost-effective as well as leads to low costs in extreme situations.

Suggested Citation

  • Wang, Lei & Liu, Qing & Dong, Shiyu & Guedes Soares, C., 2022. "Selection of countermeasure portfolio for shipping safety with consideration of investment risk aversion," Reliability Engineering and System Safety, Elsevier, vol. 219(C).
    • Handle: RePEc:eee:reensy:v:219:y:2022:i:c:s0951832021006736
    DOI: 10.1016/j.ress.2021.108189
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    as
    1. Jiamin Wang, 2007. "The (beta)-Reliable Median on a Network with Discrete Probabilistic Demand Weights," Operations Research, INFORMS, vol. 55(5), pages 966-975, October.
    2. Li, Bo & An, Si-min & Song, Dong-ping, 2018. "Selection of financing strategies with a risk-averse supplier in a capital-constrained supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 118(C), pages 163-183.
    3. Rao, Arjun H. & Marais, Karen, 2018. "High risk occurrence chains in helicopter accidents," Reliability Engineering and System Safety, Elsevier, vol. 170(C), pages 83-98.
    4. Bing Wu & Xinping Yan & Yang Wang & C. Guedes Soares, 2017. "An Evidential Reasoning‐Based CREAM to Human Reliability Analysis in Maritime Accident Process," Risk Analysis, John Wiley & Sons, vol. 37(10), pages 1936-1957, October.
    5. Dinis, D. & Teixeira, A.P. & Guedes Soares, C., 2020. "Probabilistic approach for characterising the static risk of ships using Bayesian networks," Reliability Engineering and System Safety, Elsevier, vol. 203(C).
    6. Bing Wu & Xinping Yan & Yang Wang & Di Zhang & C. Guedes Soares, 2017. "Three‐Stage Decision‐Making Model under Restricted Conditions for Emergency Response to Ships Not under Control," Risk Analysis, John Wiley & Sons, vol. 37(12), pages 2455-2474, December.
    7. Martins, Marcelo Ramos & Maturana, Marcos Coelho, 2013. "Application of Bayesian Belief networks to the human reliability analysis of an oil tanker operation focusing on collision accidents," Reliability Engineering and System Safety, Elsevier, vol. 110(C), pages 89-109.
    8. Yildiz, Serdar & Uğurlu, Özkan & Wang, Jin & Loughney, Sean, 2021. "Application of the HFACS-PV approach for identification of human and organizational factors (HOFs) influencing marine accidents," Reliability Engineering and System Safety, Elsevier, vol. 208(C).
    9. Yu, Guodong & Haskell, William B. & Liu, Yang, 2017. "Resilient facility location against the risk of disruptions," Transportation Research Part B: Methodological, Elsevier, vol. 104(C), pages 82-105.
    10. Langdalen, Henrik & Abrahamsen, Eirik Bjorheim & Selvik, Jon Tømmerås, 2020. "On the importance of systems thinking when using the ALARP principle for risk management," Reliability Engineering and System Safety, Elsevier, vol. 204(C).
    11. Goerlandt, Floris & Montewka, Jakub, 2015. "Maritime transportation risk analysis: Review and analysis in light of some foundational issues," Reliability Engineering and System Safety, Elsevier, vol. 138(C), pages 115-134.
    12. Zhang, Yang & Sun, Xukai & Chen, Jihong & Cheng, Cheng, 2021. "Spatial patterns and characteristics of global maritime accidents," Reliability Engineering and System Safety, Elsevier, vol. 206(C).
    13. Rakes, Terry R. & Deane, Jason K. & Paul Rees, Loren, 2012. "IT security planning under uncertainty for high-impact events," Omega, Elsevier, vol. 40(1), pages 79-88, January.
    14. Turan, Hasan Hüseyin & Atmis, Mahir & Kosanoglu, Fuat & Elsawah, Sondoss & Ryan, Michael J., 2020. "A risk-averse simulation-based approach for a joint optimization of workforce capacity, spare part stocks and scheduling priorities in maintenance planning," Reliability Engineering and System Safety, Elsevier, vol. 204(C).
    15. McGuinness, Edgar & Utne, Ingrid B., 2014. "A systems engineering approach to implementation of safety management systems in the Norwegian fishing fleet," Reliability Engineering and System Safety, Elsevier, vol. 121(C), pages 221-239.
    16. Klanac, Alan & Varsta, Petri, 2011. "Design of marine structures with improved safety for environment," Reliability Engineering and System Safety, Elsevier, vol. 96(1), pages 75-90.
    17. Aven, Terje & Hiriart, Yolande, 2011. "The use of a basic safety investment model in a practical risk management context," Reliability Engineering and System Safety, Elsevier, vol. 96(11), pages 1421-1425.
    18. Antão, Pedro & Guedes Soares, C., 2008. "Causal factors in accidents of high-speed craft and conventional ocean-going vessels," Reliability Engineering and System Safety, Elsevier, vol. 93(9), pages 1292-1304.
    19. Sotiralis, P. & Ventikos, N.P. & Hamann, R. & Golyshev, P. & Teixeira, A.P., 2016. "Incorporation of human factors into ship collision risk models focusing on human centred design aspects," Reliability Engineering and System Safety, Elsevier, vol. 156(C), pages 210-227.
    20. Schmidt, Adam & Albert, Laura A. & Zheng, Kaiyue, 2021. "Risk management for cyber-infrastructure protection: A bi-objective integer programming approach," Reliability Engineering and System Safety, Elsevier, vol. 205(C).
    21. Kujala, P. & Hänninen, M. & Arola, T. & Ylitalo, J., 2009. "Analysis of the marine traffic safety in the Gulf of Finland," Reliability Engineering and System Safety, Elsevier, vol. 94(8), pages 1349-1357.
    22. Li, Xiaohong & Yang, Dong & Hu, Mengqi, 2018. "A scenario-based stochastic programming approach for the product configuration problem under uncertainties and carbon emission regulations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 115(C), pages 126-146.
    23. Rahman, Md Samsur & Colbourne, Bruce & Khan, Faisal, 2021. "Risk-Based Cost Benefit Analysis of Offshore Resource Centre to Support Remote Offshore Operations in Harsh Environment," Reliability Engineering and System Safety, Elsevier, vol. 207(C).
    24. Berman, Oded & Sanajian, Nima & Wang, Jiamin, 2017. "Location choice and risk attitude of a decision maker," Omega, Elsevier, vol. 66(PA), pages 170-181.
    25. Mishra, Sabyasachee & Golias, Mihalis M. & Sharma, Sushant & Boyles, Stephen D., 2015. "Optimal funding allocation strategies for safety improvements on urban intersections," Transportation Research Part A: Policy and Practice, Elsevier, vol. 75(C), pages 113-133.
    26. Lu, Jie & Gupte, Akshay & Huang, Yongxi, 2018. "A mean-risk mixed integer nonlinear program for transportation network protection," European Journal of Operational Research, Elsevier, vol. 265(1), pages 277-289.
    27. Sawik, Tadeusz, 2011. "Selection of supply portfolio under disruption risks," Omega, Elsevier, vol. 39(2), pages 194-208, April.
    28. Zhiqiang Hou & Peng Zhao, 2017. "Structure Optimization of Safety Investment of Petrochemical Port Enterprises," Mathematical Problems in Engineering, Hindawi, vol. 2017, pages 1-5, May.
    29. Singh, Kritika & Maiti, J, 2020. "A novel data mining approach for analysis of accident paths and performance assessment of risk control systems," Reliability Engineering and System Safety, Elsevier, vol. 202(C).
    30. Jiang, Dan & Wu, Bing & Cheng, Zhiyou & Xue, Jie & van Gelder, P.H.A.J.M., 2021. "Towards a probabilistic model for estimation of grounding accidents in fluctuating backwater zone of the Three Gorges Reservoir," Reliability Engineering and System Safety, Elsevier, vol. 205(C).
    31. Fan, Shiqi & Blanco-Davis, Eduardo & Yang, Zaili & Zhang, Jinfen & Yan, Xinping, 2020. "Incorporation of human factors into maritime accident analysis using a data-driven Bayesian network," Reliability Engineering and System Safety, Elsevier, vol. 203(C).
    32. Montewka, Jakub & Goerlandt, Floris & Kujala, Pentti, 2014. "On a systematic perspective on risk for formal safety assessment (FSA)," Reliability Engineering and System Safety, Elsevier, vol. 127(C), pages 77-85.
    33. Rockafellar, R. Tyrrell & Uryasev, Stanislav, 2002. "Conditional value-at-risk for general loss distributions," Journal of Banking & Finance, Elsevier, vol. 26(7), pages 1443-1471, July.
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