no code implementations • 17 Mar 2024 • Zhenyi Yuan, Guido Cavraro, Ahmed S. Zamzam, Jorge Cortés
In the context of managing distributed energy resources (DERs) within distribution networks (DNs), this work focuses on the task of developing local controllers.
no code implementations • 7 Jun 2023 • Zhenyi Yuan, Guido Cavraro, Jorge Cortés
We consider the problem of learning local Volt/Var controllers in distribution grids (DGs).
no code implementations • 26 Sep 2022 • Zhenyi Yuan, Guido Cavraro, Manish K. Singh, Jorge Cortés
We identify the conditions on the surrogates and control parameters to ensure that the locally acting controllers collectively converge, in a global asymptotic sense, to a DN operating point agreeing with the local surrogates.
no code implementations • 19 Aug 2022 • Guido Cavraro, Zhenyi Yuan, Manish K. Singh, Jorge Cortés
This paper considers the problem of voltage regulation in distribution networks.
no code implementations • 7 Jul 2022 • Zhenyi Yuan, Changhong Zhao, Jorge Cortes
This paper proposes a reinforcement learning-based approach for optimal transient frequency control in power systems with stability and safety guarantees.