A Two-Dimension Dynamic Bayesian Network for Large-Scale Degradation Modeling with an Application to a Bridges Network

Author:

Kosgodagan-Dalla Torre Alex1,Yeung Thomas G.1,Morales-Nápoles Oswaldo2,Castanier Bruno3,Maljaars Johan4,Courage Wim5

Affiliation:

1. IMT Atlantique, LS2N; Nantes; France

2. Faculty of Civil Engineering; Delft University of Technology; Delft The Netherlands

3. LARIS, Université d'Angers; Angers France

4. TNO, Structural Reliability; Delft, The Netherlands and Department of the Built Environment, Eindhoven University of Technology; Eindhoven The Netherlands

5. TNO; Structural Reliability; Delft The Netherlands

Publisher

Wiley

Subject

Computational Theory and Mathematics,Computer Graphics and Computer-Aided Design,Computer Science Applications,Civil and Structural Engineering

Reference34 articles.

1. Estimation in degradation models with explanatory variables;Bagdonavicius;Lifetime Data Analysis,2001

2. Estimating transition probabilities in Markov chain-based deterioration models for management of wastewater systems;Baik;Journal of Water Resources Planning and Management,2006

3. A Markovian-Bayesian network for risk analysis of high speed and conventional railway lines integrating human errors;Castillo;Computer-Aided Civil and Infrastructure Engineering,2015

4. Bayesian networks-based probabilistic safety analysis for railway lines;Castillo;Computer-Aided Civil and Infrastructure Engineering,2016

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