Improving energy management practices through accurate building energy consumption prediction: analyzing the performance of LightGBM, RF, and XGBoost models with advanced optimization strategies
Zhenhua Dai, Weiguo Huang
Topics & Concepts
Energy consumptionEnergy (signal processing)Energy managementComputer scienceConsumption (sociology)Reliability engineeringEngineeringElectrical engineeringMathematicsStatisticsSocial scienceSociologyBuilding Energy and Comfort OptimizationProbabilistic and Robust Engineering DesignAcoustic Wave Phenomena Research