Prediction of the daily global solar Irradiation of the great Maghreb region using the complex-valued neural networks

Saad Saoud L; Rahmoune F; Tourtchine V; Baddari K

Article Details

Prediction of the daily global solar Irradiation of the great Maghreb region using the complex-valued neural networks

Authors:

Saad Saoud L | Rahmoune F | Tourtchine V | Baddari K

Publisher:

Centre de Développement des énergies renouvelables

Journal:

Rеvuе des Energies Renouvelables Vol.17 Issue 1, pp.173-185

Document Type:

Article

Publication Date:

3/2014

Document Language:

English

Document ID (Org No.):

2001550715

pISSN:

2716-8247

Keywords:

Abstract:

 In this paper, the prediction of the daily global solar irradiation of the great Maghreb’s region using the complex-valued neural networks (CVNN) is presented. This paper is an extension of our recent published work which is the complex-valued forecasting of the global solar irradiation. Both multi-input single-output (MISO) and multi-input multi-output (MIMO) strategies are considered. The data of the capitals of the great Maghreb, which are Tripoli (Libya), Tunis (Tunisia), Algiers (Algeria), Rabat (Morocco), El Aaiun (Western Sahara) and Nouakchott (Mauritania), are used like sample from each country. To test the applicability and the feasibility of the CVNN to predict the daily global irradiation for the great Maghreb case, several models are presented. Results obtained throughout this paper show that the CVNN technique is suitable for prediction of the daily solar irradiation of the region of region of the great Maghreb.

Article Details

Prediction of the daily global solar Irradiation of the great Maghreb region using the complex-valued neural networks

Authors:

Saad Saoud L | Rahmoune F | Tourtchine V | Baddari K

Publisher:

Centre de Développement des énergies renouvelables

Journal:

Rеvuе des Energies Renouvelables Vol.17 Issue 1, pp.173-185

Document Type:

Article

Publication Date:

3/2014

Document Language:

English

Document ID (Org No.):

2001550715

pISSN:

2716-8247

Solar irradiation

Complex-valued neural networks

prediction

Great Maghreb

Issues

Article Details

Prediction of the daily global solar Irradiation of the great Maghreb region using the complex-valued neural networks

Authors: Saad Saoud L | Rahmoune F | Tourtchine V | Baddari K

Publisher: Centre de Développement des énergies renouvelables

Journal: Rеvuе des Energies Renouvelables Vol.17 Issue 1, pp.173-185

Document Type: Article

Publication Date: 3/2014

Document Language: English

Document ID (Org No.): 2001550715

pISSN: 2716-8247

Solar irradiation

Complex-valued neural networks

prediction

Great Maghreb

Issues

Authors:

Saad Saoud L | Rahmoune F | Tourtchine V | Baddari K

Publisher:

Centre de Développement des énergies renouvelables

Journal:

Rеvuе des Energies Renouvelables Vol.17 Issue 1, pp.173-185

Document Type:

Article

Publication Date:

3/2014

Document Language:

English

Document ID (Org No.):

2001550715

pISSN:

2716-8247