Comparative Study of Optimization Algorithms for SHEPWM Five-Phase Multilevel Inverter

Muhammad Aniq Shahmi Bin Bimazlim, B. Ismail, M. Z. Aihsan, Siti Khodijah Mazalan, Muhammad Sirajuddin Muhammad Azhar Walter, Mohamad Nur Khairul Hafizi Rohani
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引用次数: 4

Abstract

Conversion of DC to AC is widely used as an essential need for the power system to harness renewable power source in this era. Multilevel inverter is a mechanism which capable of harnessing these renewable energies. Unfortunately, harmonics occur in the system due to distortions and causing much unwanted problems at the power output. Therefore, the elimination of harmonics and reduce Total Harmonics Distortion (THD) are needed to maintain good power output. Application of Selective Harmonics Elimination Pulse Width Modulation (SHEPWM) can be used in the multilevel inverter to solve the problem. In this paper, optimization algorithms such as Particle Swarm Optimization (PSO), Whale Optimization Algorithm (WOA) and Sine Cosine Algorithm (SCA) were applied for finding suitable switching angle for SHEPWM. The calculated switching angle was applied into seven-level five-phase multilevel inverter for various modulation indexes. In addition, the simulation of the multilevel inverter also done using PSIM software. The results show that the selective lower order harmonics, 3rd and 7th are completely eliminated for all three algorithms. In addition, the time taken for newly discovered algorithms to find switching angles for seven-level five-phase inverter is faster compared to PSO.
SHEPWM五相多电平逆变器优化算法比较研究
在这个时代,直流到交流的转换是电力系统利用可再生能源的基本需求,被广泛应用。多电平逆变器是一种能够利用这些可再生能源的机构。不幸的是,谐波发生在系统中,由于扭曲和造成许多不必要的问题,在功率输出。因此,需要消除谐波并降低总谐波失真(THD)以保持良好的功率输出。在多电平逆变器中应用选择性消谐波脉宽调制(SHEPWM)可以解决这一问题。本文采用粒子群优化算法(PSO)、鲸鱼优化算法(WOA)和正弦余弦算法(SCA)等优化算法寻找适合SHEPWM的切换角度。将计算得到的开关角应用于不同调制指标的七电平五相多电平逆变器。此外,还利用PSIM软件对多电平逆变器进行了仿真。结果表明,三种算法完全消除了选择性低次谐波、三次谐波和七次谐波。此外,新发现的算法在七电平五相逆变器中寻找开关角的时间比PSO更快。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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