Thermal modeling for control applications of 60,000 homes in North America using smart thermostat data
Charalampos Vallianos, José A. Candanedo, Andreas Athienitis
Topics & Concepts
ThermostatLeverage (statistics)Building energy simulationComputer scienceFlexibility (engineering)Thermal comfortBuilding modelMetadataEnergy modelingModel predictive controlEngineeringSimulationEfficient energy useControl (management)MathematicsStatisticsMechanical engineeringGeographyMachine learningArtificial intelligenceEnergy performanceElectrical engineeringOperating systemMeteorologyBuilding Energy and Comfort OptimizationWind and Air Flow StudiesSmart Grid Energy Management