Regression tree ensemble learning-based prediction of the heating and cooling loads of residential buildings
Nikhil Pachauri, Chang Wook Ahn
Topics & Concepts
HVACKrigingBoosting (machine learning)Stepwise regressionCooling loadDecision treeEnergy consumptionComputer scienceEnsemble forecastingRegressionMean squared errorEnergy (signal processing)Ensemble learningAir conditioningRegression analysisMathematical optimizationMachine learningEngineeringStatisticsMathematicsMechanical engineeringElectrical engineeringBuilding Energy and Comfort OptimizationWind and Air Flow StudiesEnergy Load and Power Forecasting