Applications of Bayesian Networks in Reliability Analysis

Helge Langseth; Luigi Portinale

doi:10.4018/978-1-59904-141-4.ch005

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Applications of Bayesian Networks in Reliability Analysis

Helge Langseth, Luigi Portinale

Source Title: Bayesian Network Technologies: Applications and Graphical Models

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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Applications of Bayesian Networks in Reliability Analysis

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