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

Chellali, Farouk

Softcover

ISBN 10: 6204303198 ISBN 13: 9786204303192

Verlag: Our Knowledge Publishing, 2021

Inhaltsangabe

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.

Über diesen Titel

Über die Autorin bzw. den Autor

Chellali Farouk es doctor en electrónica por la École Nationale Polyethnique d'Elharrache (Argel) y trabaja como profesor-investigador en la Universidad de Ziane Achour (Djelfa). En su investigación se interesa por la aplicación de las técnicas de procesamiento de señales en las energías renovables y la vigilancia meteorológica.

Details zur Ausgabe

• Verlag: Our Knowledge Publishing
• Erscheinungsdatum: 2021
• Sprache: Englisch
• ISBN 10: 6204303198
• ISBN 13: 9786204303192
• Einband: Taschenbuch
• Anzahl der Seiten: 96
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: preigu; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; 49078; Deutschland