Supporting Future Electrical Utilities: Using Deep Learning Methods in EMS and DMS Algorithms

no code implementations • 1 Mar 2023 • Ognjen Kundacina, Gorana Gojic, Mile Mitrovic, Dragisa Miskovic, Dejan Vukobratovic

Electrical power systems are increasing in size, complexity, as well as dynamics due to the growing integration of renewable energy resources, which have sporadic power generation.

energy management Management

Scalability and Sample Efficiency Analysis of Graph Neural Networks for Power System State Estimation

no code implementations • 28 Feb 2023 • Ognjen Kundacina, Gorana Gojic, Mirsad Cosovic, Dragisa Miskovic, Dejan Vukobratovic

Additionally, to evaluate the scalability of the GNN model, we conduct experiments on power systems of various sizes.