Domain knowledge decomposition of building energy consumption and a hybrid data-driven model for 24-h ahead predictions
Xinbin Liang, Siliang Chen, Xu Zhu, Xinqiao Jin, Zhimin Du
Topics & Concepts
Autoregressive integrated moving averageAutoregressive modelEnergy consumptionBuilding modelFlexibility (engineering)Computer scienceDomain knowledgeTime seriesModel buildingEnsemble forecastingPredictive modellingDomain (mathematical analysis)Energy (signal processing)Artificial intelligenceData miningMachine learningEngineeringSimulationEconometricsStatisticsMathematicsMathematical analysisPhysicsElectrical engineeringQuantum mechanicsBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAir Quality Monitoring and Forecasting