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Enhanced hybrid microgrid stability with electric vehicle integration using PDA-FOPIID control optimized by tianji's
Hossam Kotb1, Ali M Elkassas2, Ashraf Ibrahim Megahed2
1Department of Electrical Power and Machines, Faculty of Engineering, Alexandria University, Alexandria, 21544, Egypt. hossam.kotb@alexu.edu.eg.
A new cascaded controller, Proportional-Derivative-Acceleration (PDA) and Fractional-Order Proportional-Integral-Double Integral-Derivative (FOPIID), enhances hybrid microgrid stability. Optimized by Tianji
Area of Science:
- Electrical Engineering
- Control Systems
- Renewable Energy Integration
Background:
- Hybrid microgrids face challenges in voltage and frequency stability due to renewable energy sources and electric vehicle integration.
- Coupled active/reactive power dynamics degrade performance and complicate tie-line power balance.
- Existing control strategies struggle to effectively decouple voltage and frequency regulation.
Purpose of the Study:
- To propose a novel cascaded controller for robust secondary control in hybrid microgrids.
- To decouple voltage and frequency regulation and improve transient response.
- To optimize the controller using Tianji's Horse Racing Optimization (THRO) algorithm.
Main Methods:
- Development of a cascaded Proportional-Derivative-Acceleration (PDA) and Fractional-Order Proportional-Integral-Double Integral-Derivative (FOPIID) controller.
- Optimization of controller parameters using the Tianji's Horse Racing Optimization (THRO) algorithm.
- Validation through extensive MATLAB/Simulink simulations under various operating conditions.
Main Results:
- The proposed PDA-FOPIID controller effectively decouples voltage and frequency regulation, enhancing transient response.
- THRO optimization yielded superior performance with the lowest Integral Time-Square Error (ITSE) of 0.0297 compared to other algorithms.
- Simulations demonstrated approximately 48% faster settling time, improved damping, and superior voltage/frequency stability against benchmark controllers.
Conclusions:
- The PDA-FOPIID controller offers a promising solution for improving the reliability and resilience of hybrid microgrids.
- The controller is effective under diverse operating conditions, including high renewable penetration and electric vehicle integration.
- This approach significantly enhances dynamic performance and stability in modern power systems.
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