Forecasting hourly global horizontal solar irradiance in south africa using machine learning models

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  • who: Forecasting Hourly Global Horizontal et al. from the School of Statistics, University of Venda, Thohoyandou, South Africa have published the paper: Forecasting Hourly Global Horizontal Solar Irradiance in South Africa Using Machine Learning Models, in the Journal: (JOURNAL) of 31/Dec/2018
  • what: This study has shown that providing adequate detailed evaluation metrics including statistical tests in gives more insight into the developed models. In the study, the multi-layer perceptron neural_network (MLPNN) is used to forecast daily solar irradiance. Empirical results from the study showed that the mean absolute percentage error of the . . .

     

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