Probabilistic Prognosis with Dynamic Bayesian Networks

This paper proposes a methodology for probabilistic prognosis of a system using a dynamic Bayesian network (DBN). Dynamic Bayesian networks are suitable for probabilistic prognosis because of their ability to integrate information in a variety of formats from various sources and give a probabilistic...

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Bibliographic Details
Main Authors: Gregory Bartram, Sankaran Mahadevan
Format: Article
Language:English
Published: The Prognostics and Health Management Society 2015-12-01
Series:International Journal of Prognostics and Health Management
Subjects:
Online Access:https://papers.phmsociety.org/index.php/ijphm/article/view/2290