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A semi-quantitative approach to risk analysis, as an alternative to QRAs

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  • Aven, Terje

Abstract

In quantitative risk analysis (QRA) risk is quantified using probabilities and expected values, for example expressed by PLL values, FAR values, IR values and F–N curves. The calculations are tedious and include a strong element of arbitrariness. The value added by the quantification can certainly be questioned. In this paper, we argue that such analyses often are better replaced by semi-quantitative analyses, highlighting assessments of hazards and barriers, risk influencing factors (RIFs) and safety improvement measures. The assessments will be based on supporting information produced by risk analysts, including hard data and analyses of failure causes and mechanisms, barrier performance, scenario development, etc. The approach acknowledges that risk cannot be adequately described and evaluated simply by reference to summarising probabilities and expected values. There is a need for seeing beyond the standard probabilistic risk results of a QRA. Key aspects to include are related to uncertainties in phenomena and processes, and manageability factors. Such aspects are often ignored in standard QRAs.

Suggested Citation

  • Aven, Terje, 2008. "A semi-quantitative approach to risk analysis, as an alternative to QRAs," Reliability Engineering and System Safety, Elsevier, vol. 93(6), pages 790-797.
  • Handle: RePEc:eee:reensy:v:93:y:2008:i:6:p:790-797
    DOI: 10.1016/j.ress.2007.03.025
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    References listed on IDEAS

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    1. Aven, T. & Vinnem, J.E. & Wiencke, H.S., 2007. "A decision framework for risk management, with application to the offshore oil and gas industry," Reliability Engineering and System Safety, Elsevier, vol. 92(4), pages 433-448.
    2. Jan Erik Vinnem, 2007. "Offshore Risk Assessment," Springer Series in Reliability Engineering, Springer, edition 2, number 978-1-84628-717-6, February.
    3. Kristensen, V. & Aven, T. & Ford, D., 2006. "A new perspective on Renn and Klinke's approach to risk evaluation and management," Reliability Engineering and System Safety, Elsevier, vol. 91(4), pages 421-432.
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    2. Tsavdaroglou, Margarita & Al-Jibouri, Saad H.S. & Bles, Thomas & Halman, Johannes I.M., 2018. "Proposed methodology for risk analysis of interdependent critical infrastructures to extreme weather events," International Journal of Critical Infrastructure Protection, Elsevier, vol. 21(C), pages 57-71.
    3. Roshanak Nateghi & Seth D. Guikema & Yue (Grace) Wu & C. Bayan Bruss, 2016. "Critical Assessment of the Foundations of Power Transmission and Distribution Reliability Metrics and Standards," Risk Analysis, John Wiley & Sons, vol. 36(1), pages 4-15, January.
    4. Shortridge, Julie & Aven, Terje & Guikema, Seth, 2017. "Risk assessment under deep uncertainty: A methodological comparison," Reliability Engineering and System Safety, Elsevier, vol. 159(C), pages 12-23.
    5. Khan, Bushra & Khan, Faisal & Veitch, Brian & Yang, Ming, 2018. "An operational risk analysis tool to analyze marine transportation in Arctic waters," Reliability Engineering and System Safety, Elsevier, vol. 169(C), pages 485-502.
    6. Neelke Doorn, 2015. "The Blind Spot in Risk Ethics: Managing Natural Hazards," Risk Analysis, John Wiley & Sons, vol. 35(3), pages 354-360, March.
    7. Aven, Terje, 2016. "Supplementing quantitative risk assessments with a stage addressing the risk understanding of the decision maker," Reliability Engineering and System Safety, Elsevier, vol. 152(C), pages 51-57.
    8. Su, Huai & Zio, Enrico & Zhang, Jinjun & Li, Xueyi, 2018. "A systematic framework of vulnerability analysis of a natural gas pipeline network," Reliability Engineering and System Safety, Elsevier, vol. 175(C), pages 79-91.
    9. Aven, Terje & Zio, Enrico, 2011. "Some considerations on the treatment of uncertainties in risk assessment for practical decision making," Reliability Engineering and System Safety, Elsevier, vol. 96(1), pages 64-74.
    10. E B Abrahamsen & T Aven & R S Iversen, 2010. "Integrated framework for safety management and uncertainty management," Journal of Risk and Reliability, , vol. 224(2), pages 97-103, June.
    11. Tan, Samson & Moinuddin, Khalid, 2019. "Systematic review of human and organizational risks for probabilistic risk analysis in high-rise buildings," Reliability Engineering and System Safety, Elsevier, vol. 188(C), pages 233-250.
    12. Berner, Christine Louise & Flage, Roger, 2017. "Creating risk management strategies based on uncertain assumptions and aspects from assumption-based planning," Reliability Engineering and System Safety, Elsevier, vol. 167(C), pages 10-19.
    13. Simeu-Abazi, Zineb & Di Mascolo, Maria & Knotek, Michal, 2010. "Fault diagnosis for discrete event systems: Modelling and verification," Reliability Engineering and System Safety, Elsevier, vol. 95(4), pages 369-378.
    14. Askeland, Tore & Flage, Roger & Aven, Terje, 2017. "Moving beyond probabilities – Strength of knowledge characterisations applied to security," Reliability Engineering and System Safety, Elsevier, vol. 159(C), pages 196-205.
    15. Julie Shortridge & Janey Smith Camp, 2019. "Addressing Climate Change as an Emerging Risk to Infrastructure Systems," Risk Analysis, John Wiley & Sons, vol. 39(5), pages 959-967, May.
    16. Guikema, S.D. & Aven, T., 2010. "Is ALARP applicable to the management of terrorist risks?," Reliability Engineering and System Safety, Elsevier, vol. 95(8), pages 823-827.
    17. Beyza, Jesus & Gil, Pablo & Masera, Marcelo & Yusta, Jose M., 2020. "Security assessment of cross-border electricity interconnections," Reliability Engineering and System Safety, Elsevier, vol. 201(C).
    18. Johansson, Jonas & Hassel, Henrik & Zio, Enrico, 2013. "Reliability and vulnerability analyses of critical infrastructures: Comparing two approaches in the context of power systems," Reliability Engineering and System Safety, Elsevier, vol. 120(C), pages 27-38.
    19. Roger Flage & Terje Aven & Enrico Zio & Piero Baraldi, 2014. "Concerns, Challenges, and Directions of Development for the Issue of Representing Uncertainty in Risk Assessment," Risk Analysis, John Wiley & Sons, vol. 34(7), pages 1196-1207, July.
    20. Zio, Enrico & Aven, Terje, 2011. "Uncertainties in smart grids behavior and modeling: What are the risks and vulnerabilities? How to analyze them?," Energy Policy, Elsevier, vol. 39(10), pages 6308-6320, October.
    21. Vatn, Jørn & Aven, Terje, 2010. "An approach to maintenance optimization where safety issues are important," Reliability Engineering and System Safety, Elsevier, vol. 95(1), pages 58-63.
    22. Berner, Christine Louise & Flage, Roger, 2016. "Comparing and integrating the NUSAP notational scheme with an uncertainty based risk perspective," Reliability Engineering and System Safety, Elsevier, vol. 156(C), pages 185-194.
    23. Kamel Karoui, 2016. "Security novel risk assessment framework based on reversible metrics: a case study of DDoS attacks on an E‐commerce web server," International Journal of Network Management, John Wiley & Sons, vol. 26(6), pages 553-578, November.
    24. Guikema, Seth D. & Aven, Terje, 2010. "Assessing risk from intelligent attacks: A perspective on approaches," Reliability Engineering and System Safety, Elsevier, vol. 95(5), pages 478-483.

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