In the context of wind energy that could be harnessed as electrical energy, the power of the observed and predicted wind speeds is analysed and compared. The differences in wind speed are computed using RMSE. The RMSE formula is defined in Eq. (13). The xi in the equation denotes the observed wind speed, whereas ^xi denotes the predicted wind speed. The total number of data is expressed in N. The results of the comparison are shown in