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Golden eagle optimized fractional-order PI controller design for a PFC SEPIC converter in EV charging
1School of Electrical Engineering, Vellore Institute of Technology, Vellore, 632014, India.
Scientific Reports
|September 9, 2024
Summary
This study introduces Golden Eagle Optimization to tune a fractional-order PI controller for Single Ended Primary Inductor Converter power factor correction in electric vehicle chargers, improving performance.
Area of Science:
- Electrical Engineering
- Control Systems
- Power Electronics
Background:
- Power factor correction (PFC) is crucial for electric vehicle (EV) chargers.
- Traditional PI controllers may not offer optimal performance for PFC converters.
- Fractional-order PI (FOPI) controllers offer enhanced control capabilities.
Purpose of the Study:
- To optimize the parameters of a fractional-order PI (FOPI) controller for a Single Ended Primary Inductor Converter (SEPIC) used in PFC applications.
- To enhance the performance of EV charger power converters using an advanced optimization algorithm.
- To compare the performance of the optimized FOPI controller with a conventional PI controller.
Main Methods:
- The study proposes using the Golden Eagle Optimization (GEO) algorithm for tuning FOPI controller parameters.
- The SEPIC converter model was derived using state-space averaging and reduced via the moment matching method.
- Integral Absolute Error (IAE) and Integral Square Error (ISE) were used as the objective functions for optimization.
Main Results:
- The GEO-tuned FOPI controller demonstrated superior performance compared to the conventional PI controller.
- Simulation results in MATLAB/SIMULINK showed improved settling time and a faster dynamic response.
- The proposed method effectively reduced inrush current and harmonic distortion, ensuring system stability.
Conclusions:
- The Golden Eagle Optimization effectively tunes FOPI controllers for SEPIC PFC converters.
- The optimized FOPI controller significantly enhances the performance and stability of electric vehicle charger power supplies.
- This approach offers a promising solution for improving the efficiency and reliability of EV charging systems.
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