110 citations · 215 across the 13 of their papers we have counts for
3 papers · 1 filter
Decision-focused learning for optimal PV-Battery scheduling
Joris Depoortere, Hussain Kazmi, Johan Driesen
The use of residential photovoltaics has increased dramatically in recent years. With battery systems becoming more affordable, the optimal operation of a photovoltaic-battery syst…
A review of imbalance price forecasting in Europe: algorithms, metrics and the way forward
Arnaud Verstraeten, Maria Margarida Mascarenhas, Hussain Kazmi
Renewable electricity generation has grown significantly across many European power systems, leading to a greener energy mix, but also additional complexity in balancing electricit…
Empirical evaluation of Time Series Foundation Models for Day-ahead and Imbalance Electricity Price Forecasting in Belgium
Chi Bui, Maria Margarida Mascarenhas, Arnaud Verstraeten +1
Recent advances in Time Series Foundation Models (TSFMs) promise zero-shot forecasting capabilities with minimal task-specific training. While these models have shown strong perfor…