Evaluation of Time-Series, Regression and Neural Network Models for Solar Forecasting: Part I: One-Hour Horizon

The need to forecast solar irradiation at a specific location over short-time horizons has acquired immense importance. In this paper, we report on analyses results involving statistical and machine learning techniques to predict hourly horizontal solar irradiation at one-hour ahead horizon using da...

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Hauptverfasser: Inanlougani, Alireza, Reddy, T. Agami, Katiamula, Srinivas
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Sprache:eng
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