no code implementations • 21 Jan 2025 • Aoxiang Ma, Salah Ghamizi, Jun Cao, Pedro Rodriguez
As machine learning (ML) techniques gain prominence in power system research, validating these methods' effectiveness under real-world conditions requires real-time hardware-in-the-loop (HIL) simulations.
1 code implementation • 17 Jul 2024 • Salah Ghamizi, Aleksandar Bojchevski, Aoxiang Ma, Jun Cao
We provide at https://github. com/yamizi/SafePowerGraph our open-source repository, a comprehensive leaderboard, a dataset and model zoo and expect our framework to standardize and advance research in the critical field of GNN for power systems.
no code implementations • 1 Mar 2024 • Salah Ghamizi, Jun Cao, Aoxiang Ma, Pedro Rodriguez
PowerFlowMultiNet outperforms traditional methods and other deep learning approaches in terms of accuracy and computational speed.