Leveraging advanced ensemble models to increase building energy performance prediction accuracy in the residential building sector
Koray Konhäuser, Simon Wenninger, Tim Werner, Christian Wiethe
Topics & Concepts
Ensemble forecastingMachine learningEnsemble learningComputer scienceBenchmarkingPredictive modellingBoosting (machine learning)Artificial intelligenceBenchmark (surveying)Gradient boostingRobustness (evolution)Random forestGeodesyChemistryBiochemistryGeneBusinessMarketingGeographyBuilding Energy and Comfort OptimizationEnergy Efficiency and ManagementEnergy Load and Power Forecasting