Data-driven predictive control for smart HVAC system in IoT-integrated buildings with time-series forecasting and reinforcement learning
Dian Zhuang, Vincent J.L. Gan, Zeynep Duygu Tekler, Adrian Chong, Shuai Tian, Xing Shi
Topics & Concepts
HVACReinforcement learningComputer scienceModel predictive controlMetadataTime seriesDemand responseData-drivenBuilding automationThermal comfortMachine learningControl engineeringArtificial intelligenceReliability engineeringControl (management)Real-time computingEngineeringAir conditioningElectrical engineeringPhysicsOperating systemElectricityThermodynamicsMechanical engineeringBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementEnergy Load and Power Forecasting