Transfer learning for occupancy-based HVAC control: A data-driven approach using unsupervised learning of occupancy profiles and deep reinforcement learning
Mohammad Esrafilian-Najafabadi, Fariborz Haghighat
Topics & Concepts
HVACSetpointOccupancyReinforcement learningComputer scienceTransfer of learningAir conditioningController (irrigation)Process (computing)Thermal comfortBuilding automationMachine learningArtificial intelligenceSimulationEngineeringArchitectural engineeringOperating systemMechanical engineeringBiologyThermodynamicsPhysicsAgronomyBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingSmart Grid Energy Management