Building energy model calibration using a surrogate neural network
Florent Herbinger, Colin Vandenhof, Michaël Kummert
Topics & Concepts
Surrogate modelArtificial neural networkEnergy consumptionCalibrationComputer scienceBuilding energy simulationEfficient energy useEnergy (signal processing)Mathematical optimizationBuilding modelArtificial intelligenceMachine learningSimulationEnergy performanceEngineeringStatisticsMathematicsElectrical engineeringBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAdvanced Multi-Objective Optimization Algorithms