2 papers
cs.AI2025
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation
Nasser Alkhulaifi, Ismail Gokay Dogan, Timothy R. Cargan +4
Decision-making under uncertainty in energy management is complicated by unknown parameters hindering optimal strategies, particularly in Battery Energy Storage System (BESS) opera…
cs.LG2023
Local-Global Methods for Generalised Solar Irradiance Forecasting
Timothy Cargan, Dario Landa-Silva, Isaac Triguero
As the use of solar power increases, having accurate and timely forecasts will be essential for smooth grid operators. There are many proposed methods for forecasting solar irradia…