Feature extraction and an interpretable hierarchical model for annual hourly electricity consumption profile of commercial buildings in China
Hao Li, Yi Dai, Xiaochen Liu, Xiaochen Liu, Tao Zhang, Ji Zhang, Xiaohua Liu, Xiaohua Liu
Topics & Concepts
InterpretabilityHierarchical clusteringDecision treeElectricityComputer scienceGradient boostingCluster analysisTree (set theory)Multilevel modelConsumption (sociology)Renewable energyEnergy consumptionEnvironmental scienceData miningMachine learningRandom forestEngineeringMathematicsMathematical analysisSocial scienceSociologyElectrical engineeringBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingEnergy Efficiency and Management