This paper reviews different models for predicting wind speeds in wind farms, such as Gamma, Log-normal, Weibull, Rayleigh, and Burr distributions. It focuses on estimating parameters using the Weibull distribution. The study compares different methods for parameter estimation and discusses their strengths and weaknesses. The research suggests potential future directions for this field.