Towards self-learning control of HVAC systems with the consideration of dynamic occupancy patterns: Application of model-free deep reinforcement learning
Mohammad Esrafilian-Najafabadi, Fariborz Haghighat
Topics & Concepts
HVACOccupancyReinforcement learningController (irrigation)Thermal comfortAir conditioningModel predictive controlVentilation (architecture)Energy consumptionComputer scienceControl theory (sociology)Building modelSimulationEngineeringArtificial intelligenceControl engineeringControl (management)Architectural engineeringMeteorologyBiologyMechanical engineeringAgronomyPhysicsElectrical engineeringBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementEnergy Load and Power Forecasting