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Digital twin-enabled dynamic scheduling with preventive maintenance using a double-layer Q-learning algorithm

Qi Yan, Hongfeng Wang, Fang Wu

2022Computers & Operations Research136 citationsDOI

Topics & Concepts

Computer scienceScheduling (production processes)Preventive maintenanceDynamic priority schedulingAlgorithmReinforcement learningIndustrial engineeringDistributed computingMachine learningMathematical optimizationReliability engineeringEngineeringMathematicsScheduleOperating systemDigital Transformation in IndustryFlexible and Reconfigurable Manufacturing SystemsAssembly Line Balancing Optimization
Digital twin-enabled dynamic scheduling with preventive maintenance using a double-layer Q-learning algorithm | Litcius