International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP) (12th : 2015)

Bayesian networks in levee system reliability Roscoe, Kathryn; Hanea, Anca

Abstract

We applied a Bayesian network to a system of levees for which the results of traditional reliability analysis showed high failure probabilities, which conflicted with the intuition and experience of those managing the levees. We made use of forty proven strength observations - high water levels with no evidence of failure - to refine the probability distributions of the random variables relevant for failure, and to improve the failure probability estimate of the system. We found that the use of these observations in the Bayesian network resulted in a decrease in the estimated failure probability of over two orders of magnitude.

Item Media

Item Citations and Data

License

Attribution-NonCommercial-NoDerivs 2.5 Canada

Usage Statistics