Stochastic uncertainty-based optimisation on an aerogel glazing building in China using supervised learning surrogate model and a heuristic optimisation algorithm
Yuekuan Zhou, Siqian Zheng
Topics & Concepts
Robustness (evolution)GlazingSolar gainHeuristicUncertainty analysisSurrogate modelMathematical optimizationStochastic optimizationStochastic programmingDemand responseUncertainty quantificationAerogelComputer scienceCooling loadThermalEnvironmental scienceEngineeringMathematicsMachine learningSimulationElectricityMechanical engineeringAir conditioningMeteorologyElectrical engineeringChemistryGeneCivil engineeringPhysicsChemical engineeringBiochemistryAerogels and thermal insulationBuilding Energy and Comfort OptimizationTransition Metal Oxide Nanomaterials