2 papers
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…
cs.AI2022
A semantic web approach to uplift decentralized household energy data
Jiantao Wu, Fabrizio Orlandi, Tarek AlSkaif +2
In a decentralized household energy system comprised of various devices such as home appliances, electric vehicles, and solar panels, end-users are able to dig deeper into the syst…