Towards live decision-making for service-based production: Integrated process planning and scheduling with Digital Twins and Deep-Q-Learning
Zai Müller‐Zhang, Thomas Kühn, Pablo Oliveira Antonino
Topics & Concepts
Reinforcement learningScheduling (production processes)Computer scienceScalabilityAutomated planning and schedulingProduction planningIndustrial engineeringJob shopProduction (economics)Operations researchJob shop schedulingArtificial intelligenceFlow shop schedulingEngineeringOperations managementScheduleEconomicsOperating systemDatabaseMacroeconomicsDigital Transformation in IndustryFlexible and Reconfigurable Manufacturing SystemsViral Infectious Diseases and Gene Expression in Insects