A Nonlinear Autoregressive Exogenous (NARX) Neural Network Model for the Prediction of the Daily Direct Solar Radiation

Boussaada, Zina; Curea, Octavian; Remaci, Ahmed; Camblong, Haritza; Mrabet Bellaaj, Najiba

doi:10.3390/en11030620

Public

A Nonlinear Autoregressive Exogenous (NARX) Neural Network Model for the Prediction of the Daily Direct Solar Radiation

Published in Energies • Mar 10, 2018

Authors:

Zina Boussaada

Octavian Curea

Ahmed Remaci

Abstract

The solar photovoltaic (PV) energy has an important place among the renewable energy sources. Therefore, several researchers have been interested by its modelling and its prediction, in order to improve the management of the electrical systems which include PV arrays. Among the existing techniques, ...

Subject

Nonlinear autoregressive exogenous model

Artificial neural network

Autoregressive model

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