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Special attention has been focused on the application of Artificial Neural Networks (ANNs) especially in the renewable energy field, particularly for meteorological data prediction such as solar radiation. For this reason, we have developed a model based on Multi-layer perceptron (MLP) to predict the evolution of the global monthly solar irradiation in the Souss-Massa area (south-west of Morocco)...