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An operational risk management approach for small fishing vessel

Author

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  • Obeng, Francis
  • Domeh, Daniel
  • Khan, Faisal
  • Bose, Neil
  • Sanli, Elizabeth

Abstract

Human error is at the core of most preventable casualties in the maritime domain, and often not related to the specific individual. Hence to better understand human error there is the need to understand the contribution that human factors make to system success and safety. In this study, we introduce a novel framework that integrates evolving fishing vessel accident scenarios with risk control options, incorporating Bayesian network modeling and the Dempster-Shafer theory to address uncertainties within risk management strategies. To illustrate the practical application of our integrated approach, we present a case study focused on operational risk management within the West African region's small fishing vessel industry. This research contributes to the field of system safety and engineering by offering a structured and adaptable methodology to enhance safety measures in small fishing vessel operations, ultimately mitigating potential hazards and safeguarding lives and assets.

Suggested Citation

  • Obeng, Francis & Domeh, Daniel & Khan, Faisal & Bose, Neil & Sanli, Elizabeth, 2024. "An operational risk management approach for small fishing vessel," Reliability Engineering and System Safety, Elsevier, vol. 247(C).
  • Handle: RePEc:eee:reensy:v:247:y:2024:i:c:s0951832024001789
    DOI: 10.1016/j.ress.2024.110104
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    References listed on IDEAS

    as
    1. Skogdalen, Jon Espen & Vinnem, Jan Erik, 2011. "Quantitative risk analysis offshore—Human and organizational factors," Reliability Engineering and System Safety, Elsevier, vol. 96(4), pages 468-479.
    2. Çakır, Erkan & Fışkın, Remzi & Sevgili, Coşkan, 2021. "Investigation of tugboat accidents severity: An application of association rule mining algorithms," Reliability Engineering and System Safety, Elsevier, vol. 209(C).
    3. Domeh, Vindex & Obeng, Francis & Khan, Faisal & Bose, Neil & Sanli, Elizabeth, 2023. "An operational risk awareness tool for small fishing vessels operating in harsh environment," Reliability Engineering and System Safety, Elsevier, vol. 234(C).
    4. Chang, Chia-Hsun & Kontovas, Christos & Yu, Qing & Yang, Zaili, 2021. "Risk assessment of the operations of maritime autonomous surface ships," Reliability Engineering and System Safety, Elsevier, vol. 207(C).
    5. Wang, Huanxin & Liu, Zhengjiang & Wang, Xinjian & Graham, Tony & Wang, Jin, 2021. "An analysis of factors affecting the severity of marine accidents," Reliability Engineering and System Safety, Elsevier, vol. 210(C).
    6. Shou Qing Wang & Mohammed Fadhil Dulaimi & Muhammad Yousuf Aguria, 2004. "Risk management framework for construction projects in developing countries," Construction Management and Economics, Taylor & Francis Journals, vol. 22(3), pages 237-252.
    7. Te Wang & Zongkun Li & Wei Ge & Yadong Zhang & Yutie Jiao & Hua Zhang & Heqiang Sun & Pieter Gelder, 2023. "Risk assessment methods of cascade reservoir dams: a review and reflection," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 115(2), pages 1601-1622, January.
    8. Carine Dominguez-Péry & Lakshmi Narasimha Raju Vuddaraju & Isabelle Corbett-Etchevers & Rana Tassabehji, 2021. "Reducing maritime accidents in ships by tackling human error: a bibliometric review and research agenda," Journal of Shipping and Trade, Springer, vol. 6(1), pages 1-32, December.
    9. Sezer, Sukru Ilke & Akyuz, Emre & Arslan, Ozcan, 2022. "An extended HEART Dempster–Shafer evidence theory approach to assess human reliability for the gas freeing process on chemical tankers," Reliability Engineering and System Safety, Elsevier, vol. 220(C).
    10. Lu Li & Andreas Richter & Petra Steinorth, 2023. "Mental health changes and the willingness to take risks," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 48(1), pages 31-62, March.
    11. Ratu Fathia Rahmadyani & Paul Dargusch & Luky Adrianto, 2022. "Assessment of Stakeholder’s Perceptions of the Value of Coral Reef Ecosystem Services: The Case of Gili Matra Marine Tourism Park," IJERPH, MDPI, vol. 20(1), pages 1-21, December.
    12. Liu, Kezhong & Yu, Qing & Yang, Zhisen & Wan, Chengpeng & Yang, Zaili, 2022. "BN-based port state control inspection for Paris MoU: New risk factors and probability training using big data," Reliability Engineering and System Safety, Elsevier, vol. 224(C).
    13. 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).
    14. Rong, H. & Teixeira, A.P. & Guedes Soares, C., 2021. "Spatial correlation analysis of near ship collision hotspots with local maritime traffic characteristics," Reliability Engineering and System Safety, Elsevier, vol. 209(C).
    15. Khakzad, Nima & Khan, Faisal & Amyotte, Paul, 2012. "Dynamic risk analysis using bow-tie approach," Reliability Engineering and System Safety, Elsevier, vol. 104(C), pages 36-44.
    16. 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).
    17. Zhang, D. & Yan, X.P. & Yang, Z.L. & Wall, A. & Wang, J., 2013. "Incorporation of formal safety assessment and Bayesian network in navigational risk estimation of the Yangtze River," Reliability Engineering and System Safety, Elsevier, vol. 118(C), pages 93-105.
    18. Adumene, Sidum & Khan, Faisal & Adedigba, Sunday & Zendehboudi, Sohrab & Shiri, Hodjat, 2021. "Dynamic risk analysis of marine and offshore systems suffering microbial induced stochastic degradation," Reliability Engineering and System Safety, Elsevier, vol. 207(C).
    19. Skogdalen, Jon Espen & Vinnem, Jan Erik, 2012. "Combining precursor incidents investigations and QRA in oil and gas industry," Reliability Engineering and System Safety, Elsevier, vol. 101(C), pages 48-58.
    20. Haapasaari, Päivi & Helle, Inari & Lehikoinen, Annukka & Lappalainen, Jouni & Kuikka, Sakari, 2015. "A proactive approach for maritime safety policy making for the Gulf of Finland: Seeking best practices," Marine Policy, Elsevier, vol. 60(C), pages 107-118.
    21. Certa, Antonella & Hopps, Fabrizio & Inghilleri, Roberta & La Fata, Concetta Manuela, 2017. "A Dempster-Shafer Theory-based approach to the Failure Mode, Effects and Criticality Analysis (FMECA) under epistemic uncertainty: application to the propulsion system of a fishing vessel," Reliability Engineering and System Safety, Elsevier, vol. 159(C), pages 69-79.
    22. Carine Dominguez-Péry & Lakshmi Narasimha Raju Vuddaraju & Isabelle Corbett-Etchevers & Rana Tassabehji, 2021. "Reducing maritime accidents in ships by tackling human error: a bibliometric review and research agenda," Post-Print hal-03982682, HAL.
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