An energy consumption prediction method for HVAC systems using energy storage based on time series shifting and deep learning
Huiheng Liu, Yanchen Liu, Yanchen Liu, Xun Guo, Huijun Wu, Huan Wang, Yanni Liu, Yanni Liu
Topics & Concepts
Mean squared errorHVACEnergy consumptionCorrelation coefficientPearson product-moment correlation coefficientElectric energy consumptionEnergy (signal processing)Time seriesEngineeringComputer scienceStatisticsSimulationEnvironmental scienceMathematicsPower (physics)Electrical engineeringElectric energyAir conditioningPhysicsQuantum mechanicsMechanical engineeringBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingWind and Air Flow Studies