2020
DOI: 10.3390/su12051999
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Evaluation of Wind Energy Potential Using an Optimum Approach based on Maximum Distance Metric

Abstract: The integration of wind power as an alternative energy source has gotten much attention globally. In this paper, the Weibull distribution model based on different artificial intelligent algorithms and numerical methods is used to evaluate the wind profile. The application of Weibull distribution in wind data assessment can be extensively found, but the methods applied for estimating the parameters still need improvement. Three artificial intelligent algorithms are presented as an alternative method for estimat… Show more

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Cited by 20 publications
(7 citation statements)
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“…In the recent studies, Ahmed and Kunya (2019), Bertrand et al (2020), andGul et al (2020) recommended Rayleigh and Weibull distribution for fitting the probability of measured wind speed in a given location over some time.…”
Section: Frequency Of Wind Speed Distributionmentioning
confidence: 99%
“…In the recent studies, Ahmed and Kunya (2019), Bertrand et al (2020), andGul et al (2020) recommended Rayleigh and Weibull distribution for fitting the probability of measured wind speed in a given location over some time.…”
Section: Frequency Of Wind Speed Distributionmentioning
confidence: 99%
“…To evaluate the recoverable wind power, we use the Betz coefficient recommended by several previous works. The expression of the recoverable wind power is given by [24,25]:…”
Section: Wind Recoverable Power Densitymentioning
confidence: 99%
“…gibi birçok Olasılık Yoğunluk Fonksiyonu (PDF) ortaya çıkmıştır. Yine de Weibull dağılımı bu fonksiyonlar arasında en yaygın kullanılanıdır [26][27][28].…”
Section: Giriş (Introduction)unclassified
“…Weibull parametreleri için kestirimsel, grafiksel ve Enerji Modeli Faktörü (EMF) olmak üzere üç tahmin yöntemi çalışılmış ve karşılaştırılmıştır. Weibull dağılımına dayalı rüzgâr hızı dağılımını modellemek için Pakistan'ın güney bölgesinden dört yükseklikteki iki yıllık rüzgâr verileri kullanılmıştır [28]. Weibull parametreleri, PSO, Gri Kurt Optimizasyonu (GKO) ve Guguk Kuşu Arama Optimizasyonu (GKAO) olmak üzere üç farklı optimizasyon algoritmasına dayalı olarak modellenmiştir.…”
Section: Giriş (Introduction)unclassified