Certification of MPC-based zonal controller security properties using
accuracy-aware machine learning proxies
Certification of MPC-based zonal controller security properties using
accuracy-aware machine learning proxies
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 controllers to handle congestion. RTE wishes to estimate the probability that the controllers ensure the equipment's safety to guarantee their proper functioning. The naive approach to …