Multi-objective optimization of windows and PV louvers on the south façade for cold-region office buildings using machine learning and NSGA-II
Haoqi Duan, Yu Dong, Qingxiang Ji
Topics & Concepts
LouverDaylightWindow (computing)Computer scienceDaylightingRenewable energySimulationEngineeringLatin hypercube samplingPhotovoltaic systemEnergy (signal processing)Artificial intelligenceSupport vector machineMatching (statistics)Solar gainThermalOptimization problemVisibilitySet (abstract data type)Thermal comfortClosure (psychology)Margin (machine learning)ElectricityMachine learningEfficient energy usePolygon (computer graphics)Design of experimentsEnhanced Data Rates for GSM EvolutionArchitectural engineeringBuilding Energy and Comfort OptimizationSolar Energy Systems and TechnologiesSolar Thermal and Photovoltaic Systems