Machine learning surrogate of physics-based building-stock simulator for end-use load forecasting
S. Bhavsar, R. Pitchumani, Matthew Reynolds, Noel Merket, Janet Reyna
Topics & Concepts
Computer scienceSurrogate modelSimulationEnsemble forecastingEfficient energy useUncertainty quantificationGradient boostingMachine learningArtificial intelligenceReliability engineeringRandom forestEngineeringElectrical engineeringBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingWind and Air Flow Studies