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Reliable solar irradiance prediction using ensemble learning-based models: A comparative study

Junho Lee, Wu Wang, Fouzi Harrou, Ying Sun

2020Energy Conversion and Management152 citationsDOIOpen Access PDF

Topics & Concepts

Solar irradianceRandom forestEnsemble learningIrradianceEnsemble forecastingComputer sciencePhotovoltaic systemPredictive modellingRegression analysisTerm (time)RegressionMachine learningStatisticsMathematicsMeteorologyEngineeringGeographyQuantum mechanicsElectrical engineeringPhysicsSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques