Degradation model constructed with the aid of dynamic Bayesian networks

Degradation model constructed with the aid of dynamic Bayesian networks

This paper develops a generic degradation model based on Dynamic Bayesian Networks (DBN) which predicts the condition of a technical system. Besides handling bi-directional reasoning, a major benefit of this degradation model using a DBN is its ability to adequately model stochastic processes as wel...

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Bibliographic Details
Main Authors: Anselm Lorenzoni, Michael Kempf, Oliver Mannuß
Format: Article
Language:English
Published: Taylor & Francis Group 2017-01-01
Series:Cogent Engineering
Subjects:
degradation
dynamic bayesian networks
p–f-curve
stochastic process
Online Access:http://dx.doi.org/10.1080/23311916.2017.1395786

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