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Expert judgment-based reliability analysis of the Dutch flood defense system

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  • Rongen, G.
  • Morales-Nápoles, O.
  • Kok, M.

Abstract

The Wettelijk Beoordelingsinstrumentarium (WBI) is the legal set of instruments for flood risk analysis in the Netherlands. Often, engineers have the impression that some failure probabilities of flood defenses resulting from these instruments are overestimated. In an effort to better estimate the failure probabilities of dikes along the Dutch river Rhine, this study sets out to assess them with experts and compare them to model results. We used Cooke’s method for combining experts’ estimates in a structured way and follow two approaches to estimate a system failure probability. In the first approach, experts estimate discharges that lead to at least one dike failure. This gives plausible results; failure probabilities between 1/30 and 1/17.000 in a year. The second approach is based on adjusting existing model-based assessment results, by estimating the model-bias and incorporating additional dependencies. This mostly leads to large, implausible, failure probabilities: Experts tend to give more conservative answers as they are asked for detailed estimates without clear reference values. This results in large uncertainty and consequently (too) high failure probabilities. Our research shows that when applied in a clear frame of reference, structured expert judgments can be successfully used for estimating the reliability of Dutch flood defenses.

Suggested Citation

  • Rongen, G. & Morales-Nápoles, O. & Kok, M., 2022. "Expert judgment-based reliability analysis of the Dutch flood defense system," Reliability Engineering and System Safety, Elsevier, vol. 224(C).
  • Handle: RePEc:eee:reensy:v:224:y:2022:i:c:s0951832022001880
    DOI: 10.1016/j.ress.2022.108535
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    References listed on IDEAS

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    1. Nofal, Omar M. & van de Lindt, John W. & Do, Trung Q., 2020. "Multi-variate and single-variable flood fragility and loss approaches for buildings," Reliability Engineering and System Safety, Elsevier, vol. 202(C).
    2. Dupuits, E.J.C. & Schweckendiek, T. & Kok, M., 2017. "Economic optimization of coastal flood defense systems," Reliability Engineering and System Safety, Elsevier, vol. 159(C), pages 143-152.
    3. R. B. Jongejan & B. Maaskant, 2015. "Quantifying Flood Risks in the Netherlands," Risk Analysis, John Wiley & Sons, vol. 35(2), pages 252-264, February.
    4. Colson, Abigail R. & Cooke, Roger M., 2017. "Cross validation for the classical model of structured expert judgment," Reliability Engineering and System Safety, Elsevier, vol. 163(C), pages 109-120.
    5. A. Curran & Karin Bruijn & Alessio Domeneghetti & Federica Bianchi & M. Kok & Sergiy Vorogushyn & Attilio Castellarin, 2020. "Large-scale stochastic flood hazard analysis applied to the Po River," 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. 104(3), pages 2027-2049, December.
    6. Torres-Alves, Gina Alexandra & Morales-Nápoles, Oswaldo, 2020. "Reliability analysis of flood defenses: The case of the Nezahualcoyotl dike in the aztec city of Tenochtitlan," Reliability Engineering and System Safety, Elsevier, vol. 203(C).
    7. Eggstaff, Justin W. & Mazzuchi, Thomas A. & Sarkani, Shahram, 2014. "The effect of the number of seed variables on the performance of Cooke′s classical model," Reliability Engineering and System Safety, Elsevier, vol. 121(C), pages 72-82.
    8. Jongejan, R.B. & Diermanse, F. & Kanning, W. & Bottema, M., 2020. "Reliability-based partial factors for flood defenses," Reliability Engineering and System Safety, Elsevier, vol. 193(C).
    9. Carel Eijgenraam & Jarl Kind & Carlijn Bak & Ruud Brekelmans & Dick den Hertog & Matthijs Duits & Kees Roos & Pieter Vermeer & Wim Kuijken, 2014. "Economically Efficient Standards to Protect the Netherlands Against Flooding," Interfaces, INFORMS, vol. 44(1), pages 7-21, February.
    10. Dupuits, E.J.C. & Klerk, W.J. & Schweckendiek, T. & de Bruijn, K.M., 2019. "Impact of including interdependencies between multiple riverine flood defences on the economically optimal flood safety levels," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    11. Chen, Hua-Peng & Mehrabani, Mehrdad Bahari, 2019. "Reliability analysis and optimum maintenance of coastal flood defences using probabilistic deterioration modelling," Reliability Engineering and System Safety, Elsevier, vol. 185(C), pages 163-174.
    12. Hathout, Michel & Vuillet, Marc & Carvajal, Claudio & Peyras, Laurent & Diab, Youssef, 2019. "Expert judgments calibration and combination for assessment of river levee failure probability," Reliability Engineering and System Safety, Elsevier, vol. 188(C), pages 377-392.
    13. Cooke, Roger M. & Goossens, Louis L.H.J., 2008. "TU Delft expert judgment data base," Reliability Engineering and System Safety, Elsevier, vol. 93(5), pages 657-674.
    14. Sebastiaan N. Jonkman & Ruben Jongejan & Bob Maaskant, 2011. "The Use of Individual and Societal Risk Criteria Within the Dutch Flood Safety Policy—Nationwide Estimates of Societal Risk and Policy Applications," Risk Analysis, John Wiley & Sons, vol. 31(2), pages 282-300, February.
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