A grey wolf optimization-based modified SPWM control scheme for a three-phase half bridge cascaded multilevel inverter

被引:1
|
作者
Nasser, Abdelrahman M. [1 ,2 ]
Refky, Amr [1 ]
Shatla, Hamdy [1 ]
Abdel-hamed, Alaa M. [2 ]
机构
[1] Al Azhar Univ, Fac Engn, Dept Elect Engn, Cairo, Egypt
[2] El Shorouk Acad, High Inst Engn, Elect Power & Machines Dept, Cairo, Egypt
关键词
Multilevel inverter (MLI); Renewable energy (RE); Modified sinusoidal pulse width modulation (SPWM); Grey wolf optimization (GWO); THD; GA; PSO; COMPONENT COUNT; REDUCED NUMBER; TOPOLOGY; DESIGN;
D O I
10.1038/s41598-024-57262-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The Multilevel inverter (MLI) plays a pivotal role in Renewable Energy (RE) systems by offering a cost-effective and highly efficient solution for converting DC from Photovoltaic (PV) sources into AC at high voltages. In addition, an innovative technology holds immense significance as it not only enables the seamless integration of PV systems into the grid but also ensures optimal power generation, thereby contributing to the widespread adoption of RE and fostering a sustainable future. This paper presents a modified sinusoidal pulse width modulation (SPWM) control scheme for a three-phase half-bridge cascaded MLI-powered PV sources. The selection of the MLI configuration is motivated by its reduced number of switching components, which enhances system reliability and simplifies experimental implementation. Compared to the SPWM schemes which require (m-1) carriers that make the generation of the pulse circuit very complex, the proposed control scheme requires only three signals: a carrier signal, a triangular waveform, and a modulating signal. This approach significantly reduces the complexity of control and facilitates practical implementation. The proposed control scheme simulation is verified using MATLAB/SIMULINK Software. The grey wolf optimization (GWO) algorithm is implemented to determine the optimal switching angles of the proposed control scheme. The Total Harmonic Distortion (THD) objective is selected to be the fitness function to be minimized for improving the quality of the output waveforms. For verification, the results of the proposed GWO-based modified SPWM control scheme are compared with those obtained using both the Particle swarm Optimization (PSO) and Genetic algorithm (GA) used in the literature. Simulation results declared that the proposed control scheme improves performance, especially THD which is minimized to 6.8%. Experimental validation has been conducted by building a laboratory prototype of the proposed system. The experimental and simulation results gave acceptable and limited convergent results considering the experimental difficulties.
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页数:33
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