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首页> 外文期刊>Journal of Circuits, Systems, and Computers >Experimental Validation of an Eleven Level Symmetrical Inverter Using Genetic Algorithm and Queen Bee Assisted Genetic Algorithm for Solar Photovoltaic Applications
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Experimental Validation of an Eleven Level Symmetrical Inverter Using Genetic Algorithm and Queen Bee Assisted Genetic Algorithm for Solar Photovoltaic Applications

机译:遗传算法和Queen Bee辅助遗传算法在太阳能光伏应用中十一电平对称逆变器的实验验证

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摘要

This paper presents an 11-level symmetrical inverter with reduced number of semiconductor switches for the solar photovoltaic (PV) applications. The genetic algorithm (GA) and queen bee assisted genetic algorithm (QBAGA) are performing a major task for the proposed Multilevel Inverter (MLI). The proposed symmetrical MLI topology has reduced number of semiconductor devices compared to the conventional MLI. However, the modulation index threshold related to the drop in the number of inverter output voltage levels is higher than that of the MLI. The objective of this paper is to find the optimal value of modulation index (m(a)) using optimization algorithms in order to attain the maximum power point (MPP) from the solar PV array. An 11-level symmetrical inverter is taken into consideration whose optimal modulation index (m(a)) is calculated in order to eliminate the harmonics. The total harmonic distortion (THD) measurement is used to estimate the quality of inverter the output voltage which implies the improvement of power quality. The simulations are carried out in MATLAB/Simulink and the experimental prototype is implemented with field programmable gate array (FPGA)-based processor. The simulation and experimental results show lesser THD with the absence of filter components which expose the effectiveness of the proposed system.
机译:本文提出了一种用于太阳能光伏(PV)应用的具有减少半导体开关数量的11级对称逆变器。遗传算法(GA)和蜂王辅助遗传算法(QBAGA)正在为拟议的多电平逆变器(MLI)执行一项主要任务。与传统的MLI相比,提出的对称MLI拓扑减少了半导体器件的数量。但是,与逆变器输出电压电平的数量下降相关的调制指数阈值高于MLI。本文的目的是使用优化算法找到调制指数的最佳值(m(a)),以便从太阳能光伏阵列中获得最大功率点(MPP)。考虑了一个11级对称逆变器,该逆变器的最优调制指数(m(a))被计算出来以消除谐波。总谐波失真(THD)测量用于估算逆变器输出电压的质量,这意味着电能质量的提高。仿真在MATLAB / Simulink中进行,实验原型通过基于现场可编程门阵列(FPGA)的处理器实现。仿真和实验结果表明,THD较小,没有滤波器组件,这暴露了所提出系统的有效性。

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