Application of a large smart thermostat dataset for model calibration and Model Predictive Control implementation in the residential sector
Charalampos Vallianos, José A. Candanedo, Andreas Athienitis
Topics & Concepts
ThermostatModel predictive controlCalibrationController (irrigation)Renewable energyElectricityFlexibility (engineering)Time horizonComputer scienceEnvironmental scienceEngineeringControl (management)StatisticsMathematicsMathematical optimizationMechanical engineeringElectrical engineeringAgronomyArtificial intelligenceBiologyBuilding Energy and Comfort OptimizationUrban Heat Island MitigationWind and Air Flow Studies