Wind Energy Production Prediction

Wind Energy Production Prediction — Department of Electrical and Electronics Engineering, Bilkent University.

A forecasting system for total electric consumption plays a prominent role in the electric generation market. Moreover, creating a precise forecast system is a hot topic for many high-tech companies. To this end, our goal is to forecast hourly total electrical energy consumption in Spain with regression models, which are Linear Regression, Decision Tree, and AdaBoost. The machine learning models are coded without library support.

Prediction and ground truth of wind energy production of Spain with AdaBoost algorithm.

Check out the source code.