Energy consumption prediction and household feature analysis for different residential building types using machine learning and SHAP: Toward energy-efficient buildings
Xuerong Cui, Minhyun Lee, Choongwan Koo, Taehoon Hong
Topics & Concepts
Energy consumptionConsumption (sociology)InterpretabilityEnergy (signal processing)Efficient energy useEnvironmental economicsFeature (linguistics)Computer scienceMachine learningArchitectural engineeringEngineeringStatisticsMathematicsEconomicsLinguisticsSocial scienceElectrical engineeringSociologyPhilosophyBuilding Energy and Comfort OptimizationNoise Effects and ManagementWind and Air Flow Studies