no code implementations • 22 Jul 2022 • Aaqib Peerzada, Miroslav Begovic, Wesam Rohouma, Robert S. Balog
The emergence of distributed energy resources has led to new challenges in the operation and planning of power networks.
no code implementations • 13 Sep 2021 • Dongqi Wu, Dileep Kalathil, Miroslav Begovic, Le Xie
This paper introduces PyProD, a Python-based machine learning (ML)-compatible test-bed for evaluating the efficacy of protection schemes in electric distribution grids.
no code implementations • 5 Mar 2020 • Dongqi Wu, Dileep Kalathil, Miroslav Begovic, Le Xie
This paper introduces the concept of Deep Reinforcement Learning based architecture for protective relay design in power distribution systems with many distributed energy resources (DERs).