Optimal positioning of wind turbines on Gokceada using multi-objective genetic algorithm
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Dosyalar
Tarih
2010
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Wiley
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
This paper addresses the problem of optimal placement of wind turbines in a farm on Gokceada Island located at the north-east of Aegean Sea bearing full potential of wind energy generation. A multi-objective genetic algorithm approach is employed to obtain optimal placement of wind turbines by maximizing the power production capacity while constraining the budget of installed turbines. Considering the speed and direction history, wind with constant intensity from a single direction is used during optimization. This study is based on wake deficit model mainly because of its simplicity, accuracy and fast calculation time. The individuals of the Pareto optimal solution set are evaluated with respect to various criteria, and the best configurations are presented. In addition to best placement layouts, results include objective function values, total power output, cost and number of turbines for each configuration. Copyright (C) 2009 John Wiley & Sons, Ltd.
Açıklama
Anahtar Kelimeler
Wind Farms, Multi-objective Genetic Algorithm, Optimum Localization, Gokceada Island
Kaynak
Wind Energy
WoS Q Değeri
Q1
Scopus Q Değeri
Q2
Cilt
13
Sayı
4
