Physics-Informed Neural Networks for Non-linear System Identification applied to Power System Dynamics

8 Apr 2020Jochen StiasnyGeorge S. MisyrisSpyros Chatzivasileiadis

Varying power-infeed from converter-based generation units introduces great uncertainty on system parameters such as inertia and damping. As a consequence, system operators face increasing challenges in performing dynamic security assessment and taking real-time control actions... (read more)

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