A hybrid heuristic-reinforcement learning-based real-time control model for residential behind-the-meter PV-battery systems
Mostafa Rezaeimozafar, Maeve Duffy, Rory F.D. Monaghan, Enda Barrett
Topics & Concepts
Reinforcement learningBattery (electricity)HeuristicMarkov decision processBenchmark (surveying)Computer sciencePhotovoltaic systemMathematical optimizationElectricityPartially observable Markov decision processOptimal controlMarkov processMarkov chainEngineeringMarkov modelPower (physics)Artificial intelligenceMachine learningMathematicsGeographyQuantum mechanicsPhysicsStatisticsElectrical engineeringGeodesySmart Grid Energy ManagementElectric Vehicles and InfrastructureMicrogrid Control and Optimization