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An adaptive artificial neural network model for sizing stand-alone photovoltaic systems: application for isolated sites in Algeria

Mellit, A.; Benghanem, M.; Arab, A. Hadj; Guessoum, A. - In: Renewable Energy 30 (2005) 10, pp. 1501-1524

In this paper we investigate, the possibility of using an adaptive Artificial Neural Network (ANN), in order to find a suitable model for sizing Stand-Alone Photovoltaic (SAPV) systems, based on a minimum of input data. The model combines Radial Basis Function (RBF) network and Infinite Impulse...

Persistent link: https://www.econbiz.de/10010806568

Modeling and simulation of a stand-alone photovoltaic system using an adaptive artificial neural network: Proposition for a new sizing procedure

Mellit, A.; Benghanem, M.; Kalogirou, S.A. - In: Renewable Energy 32 (2007) 2, pp. 285-313

This paper presents an adaptive artificial neural network (ANN) for modeling and simulation of a Stand … installed systems. The modeling of the complete SAPV system is achieved by combining the models of the different components of …

Persistent link: https://www.econbiz.de/10010806670