Bayesian networks in reliability |
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| Authors: | Helge Langseth Luigi Portinale |
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| Affiliation: | aDepartment of Mathematical Sciences, Norwegian University of Science and Technology, N-7491 Trondheim, Norway;bDepartment of Computer Science, University of Eastern Piedmont “Amedeo Avogadro”, 15100 Alessandria, Italy |
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| Abstract: | ![]()
Over the last decade, Bayesian networks (BNs) have become a popular tool for modelling many kinds of statistical problems. We have also seen a growing interest for using BNs in the reliability analysis community. In this paper we will discuss the properties of the modelling framework that make BNs particularly well suited for reliability applications, and point to ongoing research that is relevant for practitioners in reliability. |
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| Keywords: | Bayesian networks Reliability analysis Modelling Causality |
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