One of the bases for assessment of wind energy potential for a specified region is the probability distribution of wind speed. Thus, appropriate and adequate specification of the probability distribution of wind speed becomes increasingly important. Several distributions have been proposed for describing wind distribution. Among the most popular distributions is the Weibull whose choice is due to its flexibility. An exponentiated Weibull distribution is proposed as an alternative to model wind speed data with a view to comparing it with the existing Weibull distribution. Results indicate that the proposed distribution outperforms the existing Weibull distribution for modeling wind speed data in terms of minimum Akaike information criterion (AIC) and likelihood function. Thus, the exponentiated Weibull can be used as an alternative distribution that adequately describe the wind speed and thereby provide better representation of the potentials of wind energy.
Shittu, Olanrewaju I. and Adepoju, K A.
"On the Exponentiated Weibull Distribution for Modeling Wind Speed in South Western Nigeria,"
Journal of Modern Applied Statistical Methods:
1, Article 28.
Available at: http://digitalcommons.wayne.edu/jmasm/vol13/iss1/28