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Multi-objective hybrid GA-PSO optimized PI control for grid-connected PV-fed cascaded H-bridge multilevel inverter
Bhupender Sharma1, Vivek Saxena1, Saibal Manna1
1Department of Electrical and Computer Engineering, ABES Engineering College, Ghaziabad, UP, India.
This study introduces a hybrid GA-PSO optimized PI controller for cascaded H-bridge multilevel inverters (CHB-MLI) in grid-connected photovoltaic systems. The advanced control ensures stable operation, fast response, and high power quality.
Area of Science:
- Electrical Engineering
- Renewable Energy Systems
- Power Electronics
Background:
- Grid integration of photovoltaic (PV) energy systems requires sophisticated control for stability and power quality.
- Cascaded H-bridge multilevel inverters (CHB-MLI) are crucial for grid-connected PV applications.
Purpose of the Study:
- To develop and validate a closed-loop control strategy for a PV-integrated on-grid five-level CHB-MLI.
- To enhance dynamic response and improve power quality in grid-connected PV systems.
Main Methods:
- Utilizing a hybrid Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) technique for optimal tuning of Proportional-Integral (PI) controllers.
- Implementing a multi-objective fitness function to minimize Total Harmonic Distortion (THD), DC-link voltage imbalance, steady-state error, and settling time.
Main Results:
- Simulation results using MATLAB/Simulink demonstrate the controller's feasibility.
- Real-time validation on an OPAL-RT simulator confirms the robustness and practical effectiveness of the proposed control method.
Conclusions:
- The hybrid GA-PSO-based PI control effectively enhances dynamic performance and power quality for grid-connected PV systems using CHB-MLI.
- The proposed control strategy is robust and suitable for practical implementation in modern power grids.
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