Hybrid attention-based deep neural networks for short-term wind power forecasting using meteorological data in desert regions.

Autor: Belletreche M; Department of Matter Sciences, Faculty of Matter Sciences, Mathematics, and Computer Science, Ahmed Draia University of Adrar, Adrar, 01000, Algeria., Bailek N; Laboratory of Mathematics Modeling and Applications, Department of Mathematics and Computer Science, Faculty of Matter Sciences, Mathematics, and Computer Science, Ahmed Draia University of Adrar, Adrar, 01000, Algeria. bailek.nadjem@univ-adrar.edu.dz.; Energies and Materials Research Laboratory, Faculty of Sciences and Technology, University of Tamanghasset, Tamanghasset, 10034, Algeria. bailek.nadjem@univ-adrar.edu.dz., Abotaleb M; Department of System Programming, South Ural State University, Chelyabinsk, 454080, Russia., Bouchouicha K; Centre de Développement des Energies Renouvelables, CDER, BP 62 Route de l'Observatoire, Bouzaréah, Algiers, 16340, Algeria., Zerouali B; Laboratory of Architecture, Cities and Environment, Department of Hydraulic, Faculty of Civil Engineering and Architecture, Hassiba Benbouali University of Chlef, B.P. 78C, Ouled Fares, Chlef, 02180, Algeria., Guermoui M; Centre de Développement des Energies Renouvelables, Unité de Recherche Appliquée en Energies Renouvelables, URAER, CDER, Ghardaïa, 47133, Algeria., Kuriqi A; CERIS, Instituto Superior Técnico, Universidade de Lisboa, Av. RoviscoPais 1, Lisbon, 1049-001, Portugal., Alharbi AH; Department of Computer Sciences, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia., Khafaga DS; Department of Computer Sciences, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia. dskhafga@pnu.edu.sa., El-Shimy M; Electrical Power and Machines Department, Faculty of Engineering, Ain Shams University, Cairo, 11566, Egypt., El-Kenawy EM; Department of Communications and Electronics, Delta Higher Institute of Engineering and Technology, Mansoura, 35111, Egypt.

Publikováno v: Scientific reports [Sci Rep] 2024 Sep 19; Vol. 14 (1), pp. 21842. Date of Electronic Publication: 2024 Sep 19.

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Estimation of global solar radiation using adaptive neuro-fuzzy inference system.

Autor: Benatiallah, D., Bouchouicha, K., Benatiallah, A., Harouz, A., Nasri, B.

Publikováno v: Algerian Journal of Environmental Science & Technology; Dec2021, Vol. 7 Issue 4, p2097-2106, 10p

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