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Updated: Sep 18, 2025

Experimental Investigation of the Hierarchical Control in DC Microgrids Using a Real-time Simulator
Published on: February 14, 2025
Optimized frequency stabilization in hybrid renewable power grids with integrated energy storage systems using a
Mohamed Khamies1, Ahmed H A Elkasem2, Salah Kamel3
1Department of Electrical Engineering, Faculty of Engineering, Sohag University, Sohag, 82524, Egypt. mohamed.khamies@eng.sohag.edu.eg.
This study introduces advanced control strategies, including a Fuzzy I-TD controller and plug-in electric vehicles (PEVs), to stabilize hybrid renewable power grids (HRPGs). These methods significantly reduce frequency deviations, enhancing grid stability with high renewable energy source (RES) penetration.
Area of Science:
- Electrical Engineering
- Control Systems
- Renewable Energy Systems
Background:
- Hybrid renewable power grids (HRPGs) face challenges with frequency deviations due to high penetration of renewable energy sources (RESs).
- Existing control methods require enhancement to effectively manage grid stability under dynamic RES fluctuations.
Purpose of the Study:
- To develop and validate novel control strategies for mitigating frequency deviations in HRPGs.
- To compare the performance of a Fuzzy Integral-Tilt-Derivative (I-TD) controller against other fuzzy logic controllers.
- To assess the impact of integrating energy storage systems, specifically plug-in electric vehicles (PEVs), into the control strategy.
Main Methods:
- Two HRPG models were utilized: a two-area power grid and the IEEE 39-bus system, featuring unified power flow controllers (UPFCs).
- A Fuzzy I-TD controller was designed for the secondary control loop (SCL) and compared with Fuzzy-PID and Fuzzy I-PD controllers.
- A second strategy integrated the Fuzzy I-TD controller with controlled energy storage systems (ESSs), including PEVs.
- The Sea Horse Optimizer (SHO) metaheuristic algorithm was employed for parameter optimization under various operating conditions.
Main Results:
- The Fuzzy I-TD controller demonstrated significant reductions in frequency and tie-line deviations by 82.7% and 97.01%, respectively, compared to Fuzzy I-PD and Fuzzy-PID controllers.
- Integrating PEVs with the Fuzzy I-TD controller further reduced frequency fluctuations by 40% compared to the Fuzzy I-TD controller alone.
- Optimized parameters using SHO enhanced the effectiveness of the proposed control strategies.
Conclusions:
- The Fuzzy I-TD controller is a highly effective method for stabilizing HRPGs with high RES penetration.
- The integration of PEVs as ESSs provides an additional layer of frequency regulation, significantly improving grid performance.
- The proposed control strategies offer a robust and efficient solution for managing frequency stability in modern power grids.
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