D-S evidence based FMECA approach to assess potential risks in ballast water system (BWS) on-board tanker ship

Sukru Ilke Sezer*, Bulut Ozan Ceylan, Emre Akyuz, Ozcan Arslan

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

22 Citations (Scopus)

Abstract

Ballast water is essential for cargo ships since it stabilizes vessels at sea. Most ships are equipped with a ballast water system (BWS) to maintain safe operating conditions. This paper attempts to perform a risk assessment for the BWS on-board tanker ship as it poses a major threat to the operational safety of the ship, marine environment, and cargo. To achieve this purpose, the paper utilizes a robust methodology integrating D-S evidence (Dempster-Shafer) theory and FMECA (Failure mode effects and criticality analysis). In the methodology, while the D-S evidence theory introduces a proper mathematical framework to handle epistemic uncertainty in the assessment of risk parameters and to prioritize failure modes as intended, the FMECA is capable of evaluating system potential failures and their causes. Hence, the risk priority number (RPN) can be calculated to assess potential hazards and their consequences in BWS on-board ships. Besides its theoretical insight, the paper contributes to marine safety inspectors, safety researchers, and HSEQ (Health, Safety, Environment, and Quality) managers to identify potential hazards, effects, and consequences in case of BWS failures on-board tanker ships.

Original languageEnglish
JournalJournal of Ocean Engineering and Science
DOIs
Publication statusAccepted/In press - 2022

Bibliographical note

Publisher Copyright:
© 2022 Shanghai Jiaotong University

Funding

The authors would like to express their gratitude to the experts who participated in the O, S, D scoring of BWS.

Keywords

  • Ballast water system
  • Dempster-Shafer Theory
  • FMECA
  • Risk assessment
  • Tanker ship

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