Extreme gradient boosting and deep neural network based ensemble learning approach to forecast hourly solar irradiance
Pratima Kumari, Durga Toshniwal
Topics & Concepts
Artificial neural networkSolar irradianceComputer scienceGradient boostingRandom forestBoosting (machine learning)Ensemble forecastingSupport vector machineEnsemble learningExtreme learning machineBenchmark (surveying)IrradianceMachine learningDecision treeArtificial intelligenceMeteorologyGeographyGeodesyQuantum mechanicsPhysicsSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesEnergy Load and Power Forecasting