2 papers
cs.LG2025
Gaussian process surrogate model to approximate power grid simulators -- An application to the certification of a congestion management controller
Pierre Houdouin, Lucas Saludjian
With the digitalization of power grids, physical equations become insufficient to describe the network's behavior, and realistic but time-consuming simulators must be used. Numeric…
math.OC2025
A Two-Timescale Decision-Hazard-Decision Formulation for Storage Usage Values Calculation
Camila Martinez Parra, Michel de Lara, Jean-Philippe Chancelier +3
The penetration of renewable energies requires additional storages to deal with intermittency. Accordingly, there is growing interest in evaluating the opportunity cost (usage valu…