Rеvuе des Energies Renouvelables
Volume 19, Numéro 1, Pages 21-28
2016-03-31
Authors : Belhaj I. . El Fatni O. . Barhmi S. . Saidi E.h. .
We investigate the forecasting of the hourly Direct Normal Irradiation (DNI) using Artificial Neural Networks (ANN). The data used are hourly satellite data for the region of Ouarzazate in the South West Mediterranean basin region. The database is a total of 19 years. A feed-forward multilayer Perceptron is used with ten input parameters. The results show a very good accuracy for the four seasons of the years forecasted.
Forecasting, Artificial neural networks, Direct normal irradiation (DNI), Backpropagation, Perceptron.
Djeriri Youcef
.
pages 592-603.
Benlaria Ahmed
.
Boubekeur Lahcen
.
pages 804-814.
Chekouri Sidi Mohammed
.
Sahed Abdelkader
.
pages 247-261.
Omari Aicha
.
Baba Ahmed Abdelmadjid
.
pages 164-185.