Certification of MPC-based zonal controller security properties using accuracy-aware machine learning proxies

Pierre Houdouin, Manuel Ruiz, Patrick Panciatici

The fast growth of renewable energies increases the power congestion risk. To address this issue, the French Transmission System Operator (RTE) has developed closed-loop controller…