From the 1 of 3 linked papers with an AI index.
3 papers
cs.LG2026
Skillful forecasting of offshore winds from satellite scatterometer constellations
Francesco Pinto, Luca Lanzilao, Paco Lopez Dekker +1
The paper introduces WindCastNet, a deep‑learning framework that directly uses irregular satellite scatterometer observations to nowcast offshore wind speed and direction, achievin…
cs.LG2026
Characterization and forecasting of national-scale solar power ramp events
Luca Lanzilao, Angela Meyer
The rapid growth of solar energy is reshaping power system operations and increasing the complexity of grid management. As photovoltaic (PV) capacity expands, short-term fluctuatio…
cs.LG2026
Intraday spatiotemporal PV power prediction at national scale using satellite-based solar forecast models
Luca Lanzilao, Angela Meyer
We present a novel framework for spatiotemporal photovoltaic (PV) power forecasting and use it to evaluate the reliability, sharpness, and overall performance of seven intraday PV…