基于NR、PSO和遗传算法的多电平逆变器最优开关角计算——比较

Manuel Marín-Reyes, Jesus Aguayo-Alquicira, Susana Estefany De León-Aldaco
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引用次数: 2

摘要

目前,多电平逆变器在工业领域和可再生能源领域的应用数量已有所增加。其最显著的特点是模块化设计、高性能、输出电压波形谐波失真小。本文选择具有独立直流电源的单相级联h桥多电平逆变器(CHB-MLI或CMLI)拓扑作为案例研究。应用优化谐波阶进波形(OHSW)的概念分析了5电平、7电平和9电平三种场景,并比较了选择性谐波消除脉宽调制(shew - pwm)和总谐波失真最优最小化(OMTHD)的结果。为了比较经典优化方法和自然启发优化方法的结果,采用牛顿-拉非逊(NR)、遗传算法(GA)和粒子群优化(PSO)三种技术求解多电平逆变器中总谐波失真(THD)最小化问题的超越非线性方程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Calculation of Optimal Switching Angles for a Multilevel Inverter Using NR, PSO, and GA- a Comparison
Currently, multilevel inverters have been increased the number of applications in the industrial sector and renewable energy sources. Among its characteristics, the most remarkable are modular design, high performance, and low harmonic distortion in the output voltage waveform. For this paper, a single-phase Cascade H-Bridge Multilevel Inverters (CHB-MLI or CMLI) topology with independent DC sources, has been selected for the case study. Analyzing three scenarios: 5-level, 7-level, and 9-level applying the concept of the Optimized Harmonic Stepped-Waveform (OHSW) and comparing the results between the Selective Harmonic Eliminated-Pulse Width Modulation (SHE-PWM) and the Optimal Minimization of the Total Harmonic Distortion (OMTHD) are also presented. To compare the results obtained with classical and nature-inspired optimization methods, three techniques are used to solve transcendental nonlinear equations for the problem of Total Harmonic Distortion (THD) minimization: Newton Raphson (NR), Genetic Algorithm (GA), and Particle Swarm Optimization (PSO), which have been widely used for the problems of THD minimization in multilevel inverters.
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