Utilizing interpretable stacking ensemble learning and NSGA-III for the prediction and optimisation of building photo-thermal environment and energy consumption
Yeqin Shen, Yubing Hu, Kai Cheng, Hainan Yan, Kaixiang Cai, Jianye Hua, Xuemin Fei, Qinyu Wang
Topics & Concepts
DaylightThermal comfortStackingEnergy consumptionEfficient energy useEnergy (signal processing)Computer scienceIndex (typography)Mean squared errorEnsemble learningEngineeringArtificial intelligenceMathematicsStatisticsMeteorologyOpticsWorld Wide WebPhysicsNuclear magnetic resonanceElectrical engineeringBuilding Energy and Comfort OptimizationEnergy Efficiency and ManagementSolar Radiation and Photovoltaics