Opportunistic maintenance scheduling with deep reinforcement learning
Alexander Valet, Thomas Altenmüller, Bernd Waschneck, Marvin Carl May, Andreas Kuhnle, Gisela Lanza
Topics & Concepts
Scheduling (production processes)Reinforcement learningComputer scienceHeuristicsTwo-level schedulingPreventive maintenanceDynamic priority schedulingSemiconductor device fabricationDistributed computingJob shop schedulingFair-share schedulingOperations researchIndustrial engineeringEngineeringReliability engineeringOperations managementArtificial intelligenceComputer networkWaferOperating systemQuality of serviceRouting (electronic design automation)Electrical engineeringScheduling and Optimization AlgorithmsReliability and Maintenance OptimizationSupply Chain and Inventory Management