Deep reinforce learning for joint optimization of condition-based maintenance and spare ordering
Shengang Hao, Jun Zheng, Jie Yang, Haipeng Sun, Quanxin Zhang, Li Zhang, Nan Jiang, Yuanzhang Li
Topics & Concepts
Computer scienceSpare partMarkov decision processBenchmark (surveying)Component (thermodynamics)Reinforcement learningMathematical optimizationScalabilityOptimal maintenanceProcess (computing)Constraint (computer-aided design)Action (physics)Markov processArtificial intelligenceMathematicsEngineeringOperating systemGeometryMechanical engineeringStatisticsGeographyQuantum mechanicsThermodynamicsPhysicsGeodesyDatabaseReliability and Maintenance OptimizationSoftware Reliability and Analysis ResearchAdvanced Battery Technologies Research