DYNAMIC BAYESIAN NETWORKS IN SYSTEM RELIABILITY ANALYSIS
نویسندگان
چکیده
منابع مشابه
Bayesian Networks in Reliability Analysis
Bayesian network (BN) models gain more and more popularity in reliability analysis. In this talk I will consider some of the properties of BNs that have made them popular, consider some of the recent developments, and also point to some open problems.
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Over the last decade, Bayesian Networks (BNs) have become a popular tool for modelling many kinds of statistical problems. In this chapter we will discuss the properties of the modelling framework that make BNs particularly well suited for reliability applications. This discussion is closely linked to the analysis of a real-world example.
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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 relev...
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ژورنال
عنوان ژورنال: IFAC Proceedings Volumes
سال: 2006
ISSN: 1474-6670
DOI: 10.3182/20060829-4-cn-2909.00073