19 citations · 83 across the 11 of their papers we have counts for
4 papers · 1 filter
Statistical and economic evaluation of forecasts in electricity markets: beyond RMSE and MAE
Katarzyna Maciejowska, Arkadiusz Lipiecki, Bartosz Uniejewski
Electricity price forecasts are typically evaluated using accuracy measures such as RMSE and MAE, although these metrics often fail to reflect their economic value in operational d…
Variance Stabilizing Transformations for Electricity Price Forecasting in Periods of Increased Volatility
Bartosz Uniejewski
Accurate day-ahead electricity price forecasts are critical for power system operation and market participation, yet growing renewable penetration and recent crises have caused unp…
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market
Katarzyna Chęć, Bartosz Uniejewski, Rafał Weron
Recent studies provide evidence that decomposing the electricity price into the long-term seasonal component (LTSC) and the remaining part, predicting both separately, and then com…
The role of probabilistic load and renewable prediction in enhancing day-ahead electricity price forecasts
Bartosz Uniejewski, Florian Ziel
The increasing penetration of renewable energy sources (RES) has amplified volatility in electricity markets, while demand variability continues to challenge system stability. Trad…