Sparsity-exploiting Gaussian Process for Robust Transient Learning of Power System Dynamics

Tina Gao, Shimiao Li, Lawrence Pileggi

Advances in leveraging Gaussian processes (GP) have enabled learning and inferring dynamic grid behavior from scarce PMU measurements. However, real measurements can be corrupted b…