Energy and AI • Vol 16
Decentralized control in active distribution grids via supervised and reinforcement learning
January 2024 • Stavros Karagiannopoulos, Petros Aristidou, Gabriela Hug, Audun Botterud
While moving towards a low-carbon, sustainable electricity system, distribution networks are expected to host a large share of distributed generators, such as photovoltaic units and wind turbines. These inverter-based resources are intermittent, but also controllable, and are expected to amplify the role of distribution networks together with other distributed energy resources, such as storage systems and controllable loads. The available control methods for these resources are typically categorized based on the a…