Prognostic Modelling with Dynamic Bayesian Networks

Show simple item record McNaught, K. - Zagorecki, A. - 2012-07-20T23:01:40Z 2012-07-20T23:01:40Z 2009-11-04T00:00:00Z -
dc.description.abstract In this paper, we review the application of dynamic Bayesian networks to prognostic modelling. An example is provided for illustration. With this example, we show how the equipment’s reliability decays over time in the situation where repair is not possible and then how a simple change to the model allows us to represent different maintenance policies for repairable equipmen en_UK
dc.subject Numerical modelling en_UK
dc.subject Numerical analysis en_UK
dc.subject Bayesian statistical decision theory en_UK
dc.subject Probability and statistics en_UK
dc.subject Risk assessment en_UK
dc.subject Risk analysis en_UK
dc.subject Forecasting en_UK
dc.title Prognostic Modelling with Dynamic Bayesian Networks en_UK
dc.type Conference paper -

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