Solar radiation prediction for a winter day using ARMA model
Langue
EN
Communication dans un congrès
Ce document a été publié dans
2020 6th IEEE International Energy Conference (ENERGYCon), 2020 6th IEEE International Energy Conference (ENERGYCon), 2020-09-28, Gammarth (virtual). 2020-10-01p. 326-330
IEEE
Résumé en anglais
Solar radiation prediction has a great importance for many applications such as PV power forecasting and solar water heaters. The need of solar radiation prediction increase over time and certainly the accurate prediction ...Lire la suite >
Solar radiation prediction has a great importance for many applications such as PV power forecasting and solar water heaters. The need of solar radiation prediction increase over time and certainly the accurate prediction can greatly improve the performance of these applications. In this paper a prediction of solar radiation for a winter day using ARMA model is performed. The performance of this model to predict the solar radiation has been validated for a real database. Simulations results show that the effectiveness of ARMA model is proven to predict especially the small variation of solar radiation.< Réduire
Mots clés en anglais
Solar radiation
ARMA
Prediction I
Unités de recherche