Open access
Aug 2026
Comparative Study of Machine Learning Techniques to Forecast Electricity Demand and Supply in Iraq
A machine learning-based predictor of power consumption, i.e., random forest, XGBoost, linear regression for power forecasting, is introduced and the best performance model for demand was XGBoost and the best performance model for supply was XGBoost.
Maryam Jamal Abdulhameed, Ali Hasan Taresh
· Iraqi Journal for Computers... · 0 citations