Wind Parameters Estimation: Case of Mohammedia - Morocco

Wind energy is natural and renewable like solar energy; it is an inexhaustible source. Morocco, like many other countries in the world, is embarking on a new strategy aimed at improving its production of electricity from non-polluting sources. In this article, we aim to evaluate the wind potential in the region of Mohammedia by relying on statistical data of the wind, taken for several years. To achieve this goal, we use the famous law of Weibull. The distribution parameters are determined using new methods based on Support Vector Regression (SVR) method.