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A comprehensive review and future research directions of ensemble learning models for predicting building energy consumption

Zeyu Wang, Yuelan Hong, Luying Huang, Miaocui Zheng, Hongping Yuan, Ruochen Zeng

2025Energy and Buildings24 citationsDOI

Topics & Concepts

Energy consumptionConsumption (sociology)Energy (signal processing)Computer scienceEnsemble learningMachine learningArtificial intelligenceEngineeringSociologyMathematicsStatisticsElectrical engineeringSocial scienceBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAir Quality Monitoring and Forecasting
A comprehensive review and future research directions of ensemble learning models for predicting building energy consumption | Litcius