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, eco-friendly, freely available in nature in vast quantities and most importantly, they give a chance to create a carbon-free environment.