Deep reinforcement learning for cost-optimal condition-based maintenance policy of offshore wind turbine components
Jianda Cheng, Yan Liu, Wei Li, Tianyun Li
Topics & Concepts
Reinforcement learningOptimal maintenanceMarkov decision processTurbineInterval (graph theory)Offshore wind powerProcess (computing)Computer scienceComponent (thermodynamics)Maintenance actionsEngineeringCondition-based maintenanceReliability engineeringOperations researchMarkov processArtificial intelligenceMathematicsMechanical engineeringOperating systemThermodynamicsStatisticsCombinatoricsPhysicsReliability and Maintenance OptimizationMachine Fault Diagnosis TechniquesIndustrial Vision Systems and Defect Detection