2 papers
eess.SY2025
A Comprehensive Incremental and Ensemble Learning Approach for Forecasting Individual Electric Vehicle Charging Parameters
Parnian Alikhani, Nico Brinkel, Wouter Schram +2
Electric vehicles (EVs) have the potential to reduce grid stress through smart charging strategies while simultaneously meeting user demand. This requires accurate forecasts of key…
cs.LG2024
Conformal Prediction for Stochastic Decision-Making of PV Power in Electricity Markets
Yvet Renkema, Nico Brinkel, Tarek Alskaif
This paper studies the use of conformal prediction (CP), an emerging probabilistic forecasting method, for day-ahead photovoltaic power predictions to enhance participation in elec…