Applications of Bayesian Networks in Reliability Analysis

Applications of Bayesian Networks in Reliability Analysis

Helge Langseth (Norwegian University of Science and Technology, Norway) and Luigi Portinale (University of Eastern Piedmont, Italy)
Copyright: © 2007 |Pages: 19
DOI: 10.4018/978-1-59904-141-4.ch005
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Abstract

Over the last decade, Bayesian networks (BNs) have become a popular tool for modeling many kinds of statistical problems. In this chapter we will discuss the properties of the modeling 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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