Study of the stochastic and cyclic behavior of wind in Algeria: Intended for wind energy applications, desertification control and environmental protection - Couverture souple

Chellali, Farouk

 
9786204303192: Study of the stochastic and cyclic behavior of wind in Algeria: Intended for wind energy applications, desertification control and environmental protection
Couverture souple
ISBN 10 : 6204303198 ISBN 13 : 9786204303192
Editeur : Our Knowledge Publishing, 2021

Synopsis

Wind is a complex atmospheric phenomenon that can be studied in multiple ways at different scales. In this work, we propose to study the stochastic and cyclic behavior of wind in Algeria. The analysis of the problem is structured in three parts. The first part consists in modeling the probability density of the wind while exploiting the maximum entropy approach. The comparison between the statistical performances of this approach and the conventional Weibull distribution allowed to deduce that the proposed approach is better in terms of mean square error. In a second study, we studied the cyclic behavior of the wind using time-frequency analysis in order to follow the variations of the wind spectral container with respect to time. In a third study, we predict the short-term wind speed using self-recursive mean-fitting models as well as models based on neural network theory.

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Éditeur
Our Knowledge Publishing
Date d'édition
2021
Langue
anglais
ISBN 10 
6204303198
ISBN 13 
9786204303192
Reliure
Broché
Nombre de pages
96
Coordonnées du fabricant
non disponible
Personne responsable
non disponible