Estimation of 5-min solar global irradiation on tilted planes by ANN method in Bouzareah, Algeria

Kahina Dahmani (1) , Gilles Notton (2) , Rabah Dizene (3) , Christophe Paoli (2) , Cyril Voyant (2) , Marie Laure Nivet (2) , Keniouche Karouk (4)

1 LRIA - Laboratoire de Recherche en Intelligence Artificielle [Alger]
2 SPE - Sciences pour l'environnement
3 Laboratoire de Thermodynamique et des Systèmes Energétiques
4 Faculté des Sciences de l'Ingénieur - Département Mécanique

Calculation of solar global irradiation on tilted planes from horizontal global one is difficult when the time step is small. We used an Artificial Neural Network (ANN) to realize this conversion at a 5-min time step for solar irradiation data of Bouzareah (Algeria). The ANN is developed and optimized on the basis of two years of solar data (1.5 year or training and 0.5 year for test) and the accuracy of the optimal configuration is around 8% for the nRMSE.

Domaines: Recherche d'information [cs.IR]

Kahina Dahmani, Gilles Notton, Rabah Dizene, Christophe Paoli, Cyril Voyant, et al.. Estimation of 5-min solar global irradiation on tilted planes by ANN method in Bouzareah, Algeria. Call for Papers The first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Sep 2013, Algeria. ⟨hal-00848841⟩