Comparing Different Methods for Estimating Hourly Solar Ultraviolet Radiation: Empirical Models, Artificial Neural Network and Support Vector Machine

Abstract In the present paper, the comparison of three of the main estimation methods of solar radiation was performed: empirical models, Artificial Neural Network (ANN) and Support Vector Machine (SVM). Four classical empirical models were calibrated and validated in order to estimate hourly solar...

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Hauptverfasser: Érico Tadao Teramoto, Cícero Manoel Dos Santos, Escobedo, João Francisco, Pai, Alexandre Dal, Silva, Silvia Helena Modenese Gorla Da
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Sprache:eng
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