A theoretical analysis on parameter estimation for the weibull wind speed distribution

Abstract

The Weibull distribution has been found to be a suitable fit for the empirical distribution of the wind speed measurement samples. We discuss the application of the Maximum Likelihood Estimation (MLE) method and the Method of Moments (MOM) for fitting the 2-parameter Weibull distribution to wind speed measurements. We also prove that both the MLE and MOM yields unique parameter estimates.