A model-based reinforcement learning approach for maintenance optimization of degrading systems in a large state space
Ping Zhang, Xiaoyan Zhu, Min Xie
Topics & Concepts
Maintenance actionsReinforcement learningOptimal maintenanceDegradation (telecommunications)Condition-based maintenancePreventive maintenanceTime horizonScheduling (production processes)State spaceEngineeringProcess (computing)State (computer science)Reliability engineeringComputer scienceMathematical optimizationArtificial intelligenceMathematicsOperations managementAlgorithmTelecommunicationsStatisticsOperating systemReliability and Maintenance OptimizationSoftware Reliability and Analysis ResearchMachine Fault Diagnosis Techniques