Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems

Keyphrases

• Bayesian Decision Analysis 100%
• Corrective Action 16%
• Formal Framework 16%
• Fractal 16%
• Hidden Markov Model 16%
• Infrastructure Assets 16%
• Long Lifespan 16%
• Maintenance Scheduling 100%
• Markov Chain Monte Carlo 16%
• Markov Chain Monte Carlo Sampling 16%
• Markov Decision Model 16%
• Model Uncertainty 100%
• Monitoring Data 33%
• Monte Carlo Inference 16%
• Observation Model 16%
• Observation Process 16%
• Optimal Planning 16%
• Partially Observable Markov Decision Process 100%
• Planning Task 16%
• Potential Challenges 16%
• Process Observation 16%
• Process Solutions 16%
• Process Transition 16%
• Railway Monitoring 16%
• Railway Systems 100%
• Railway Track 16%
• Sequential Decision Problems 16%
• Structural Conditions 33%
• Structural Health Monitoring 16%
• Support Decision 16%
• Transition Model 16%

Computer Science

• Bayesian Decision 100%
• Corrective Action 16%
• Decision Making 100%
• Formal Framework 16%
• markov chain monte-carlo 33%
• Markov Decision Process 100%
• Model Uncertainty 100%
• Monitoring Data 33%
• Observation Process 16%
• Process Model 16%
• Process Problem 16%
• Process Solution 16%
• Sequential Decision Making 16%