- By:
- Rodriguez Martinez, Omar; Ferrari Maglia, Maximiliano F; Andrade, Fabio
- Page Number:
- 1-5
- Book Title:
- 2025 IEEE Power & Energy Society General Meeting (PESGM)
- Publication Date:
- April 16, 2026
- Publisher Location:
- IEEE, Texas, United States of America
- Conference Name:
- 2025 IEEE Power & Energy Society General Meeting (PESGM)
- Conference Location:
- Austin, Texas., Texas, United States of America
- Conference Sponsor:
- IEEE
- View DOI Listing:
- https://doi.org/10.1109/PESGM52009.2025.11225522.
Abstract
This paper presents a reinforcement learning (RL) approach for secondary voltage and frequency control in islanded inverter-based microgrids. The proposed control strategy aims to restore voltage and frequency deviations caused by the primary droop control while ensuring proper power sharing between distributed generators. The RL agent is designed to provide correction signals to the primary control, considering communication delays and system constraints. The effectiveness of the proposed control strategy is validated through simulation results in MATLAB/Simulink environment, demonstrating superior performance in maintaining voltage and frequency within the nominal values.
