 The comparison of two wind speed forecasting models showed that the multivariate model outperformed the univariate linear model in terms of accuracy. The multivariate model improved upon the linear model by up to 12.8%, depending on the dataset used. This article was authored by Irosmo Katanas, Wilfrido Rivera, Rafael Campos Amezcua, and others.