A comparison of six metamodeling techniques applied to multi building performance vectors prediction on gymnasiums under multiple climate conditions
Naihua Yue, Mauro Caini, Lingling Li, Yang Zhao, Yu Li
Topics & Concepts
Robustness (evolution)MetamodelingComputer scienceInterpretabilityArtificial neural networkSupport vector machineMachine learningBuilding energy simulationPerformance predictionArtificial intelligenceData miningPrincipal component analysisEfficient energy useEngineeringSimulationEnergy performanceChemistryElectrical engineeringGeneProgramming languageBiochemistryBuilding Energy and Comfort OptimizationWind and Air Flow StudiesSustainable Building Design and Assessment