Reinforcement learning and mixed-integer programming for power plant scheduling in low carbon systems: Comparison and hybridisation
Cormac O’Malley, Patrick de Mars, Luis Badesa, Goran Štrbac
Topics & Concepts
Mathematical optimizationReinforcement learningComputer scienceInteger programmingScheduling (production processes)ScalabilityMonte Carlo methodLeverage (statistics)Job shop schedulingMathematicsArtificial intelligenceScheduleStatisticsOperating systemDatabaseElectric Power System OptimizationSmart Grid Energy ManagementOptimal Power Flow Distribution