To plan operations and avoid any grid disturbances. power utilities require accurate power generation estimates for renewable generation. The generation estimates for wind power stations require an accurate prediction of wind speed and direction. This paper proposes a new prediction model for nowcasting the wind speed and direction. https://www.marcelovicente.com/product-category/106p1/