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Author manuscript, published in "Call for Papers The first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Algeria (2013)" Estimation of 5-min solar global irradiation on tilted

By K. Dahmani, R. Dizene, G. Notton, C. Paoli, C. Voyant, M. L. Nivet and F. Keniouche

Abstract

Abstract — 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. Keywords- Solar irradiation; Artificial Neural Network; Estimatio

Year: 2013
OAI identifier: oai:CiteSeerX.psu:10.1.1.372.3215
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