Umut Ugurlu

Probabilistic electricity price forecasting for profit maximization during energy crisis periods

ABSTRACT In Europe, electricity prices and volatility have risen considerably following the COVID-19 pandemic and energy crisis, increasing the importance of probabilistic forecasting and risk management. This paper proposes a profit-maximization strategy using predictions from LightGBM quantile regression (LightGBM-QR...