Using XGBoost Model with Feature Selection Techniques for Wind Speed Forecasting

Abstract

Renewable Energy Sources have a lot of importance in today’s world to produce an electrical output which explains the main reasons that every government and policy maker now a days prefer Renewable Energy in the wake of global warming and limited availability of fossil fuels (Twidell and Weir, 2021). The Renewable Energy Sources are hazardless, pollution free, ecofriendly, freely available in nature in vast quantities and most importantly, they give a chance to create a carbonfree environment.