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Estimation of daily global solar radiation using empirical and machine-learning methods: A case study of five Moroccan locations

Zineb Bounoua, Laila Ouazzani Chahidi, Abdellah Mechaqrane

2021Sustainable materials and technologies80 citationsDOI

Topics & Concepts

Mean squared errorEmpirical modellingArtificial neural networkCorrelation coefficientWind speedRandom forestStatisticsCoefficient of determinationMathematicsMeteorologyComputer scienceEnvironmental scienceMachine learningSimulationGeographySolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesSolar Thermal and Photovoltaic Systems
Estimation of daily global solar radiation using empirical and machine-learning methods: A case study of five Moroccan locations | Litcius