Litcius/Paper detail

Prediction of heating and cooling loads based on light gradient boosting machine algorithms

Jiaxin Guo, Sining Yun, Yao Meng, Ning He, Dongfu Ye, Zeni Zhao, Lingyun Jia, Liu Yang

2023Building and Environment158 citationsDOI

Topics & Concepts

Random forestMean absolute percentage errorMean squared errorFeature selectionGradient boostingAlgorithmMachine learningArtificial intelligenceCooling loadComputer scienceHyperparameter optimizationSupport vector machineStatisticsMathematicsEngineeringMechanical engineeringAir conditioningBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingWind and Air Flow Studies
Prediction of heating and cooling loads based on light gradient boosting machine algorithms | Litcius