Prediction of Wind Velocity using Machine Learning methods

We propose a methodology for predicting the wind velocity at the XXXXXX in Bahia Brazil. The wind velocity prediction can

Data used in this work was extracted from: https://portal.inmet.gov.br/paginas/catalogoaut

Data Preprocessing

• Filter only automatic measures of the wind velocity
• Filter metheorologic stations from the state of Bahia-Brazil
• Filter

Machine Learning Models Used

• NGBoost (https://stanfordmlgroup.github.io/projects/ngboost/)
• SVM
• Linear Regression