 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 had higher accuracy rates than the univariate model by up to 5.5% and 10%, respectively, for the hourly data set and up to 2.3% and 12.8%, respectively, for the 10-minute data set. This article was authored by Irosmo Cadenas, Wilfrido Rivera, Rafael Campos Amezcua, and others.