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Neural network for modeling solar panel

Auteurs : Moufdi Hadjab, Smail BERRAH, Hamza ABID
Année : 2012
Domaine : Electronique
Type : Publication
Revue : INTERNATIONAL JOURNAL OF ENERGY
Résumé en PDF : (résumé en pdf)
Fulltext en PDF : (.pdf)
Mots clés : One diode model, Modeling and behavior, Photovoltaic panel, Neural Network

Résumé :

In this paper, we present the results of the characterization and modeling of the electrical current-voltage and power-voltage of the photovoltaic (PV) panel BP 3160W, using a new approach based on artificial intelligence. We analyze the electrical parameters of solar cells and electrical parameters of the optimal PV panel (current, voltage and power) according to changes in weather (temperature, irradiation...) by the simulation programs carried out in MATLAB. These simulation results were compared with experimental data to be validated.