Selective harmonic elimination in PUC-5 multilevel inverter using hybrid IGWO-DE algorithm

IF 2 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Engineering reports : open access Pub Date : 2024-03-13 DOI:10.1002/eng2.12883
Zaid Sifat, Md Tahmid Hussain, Mohd Anas Khan, Md Shahbaz Hussain, Adil Sarwar, Mohd Tariq, Mehedi Hasan
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Abstract

The use of a multilevel inverter has received significant attention in recent years due to its numerous advantages. Because of the widespread use of multilevel inverters in industries and applications that require a wide range of voltages, achieving high-quality voltage has presented a number of challenges. Many studies have been carried out to address the problem of unwanted harmonics in multilevel inverters. The inverter switching can be done at a low frequency using the Selective Harmonic Elimination (SHE) technique, and the unwanted harmonics can be significantly reduced; however, the issue with SHE is solving the transcendental equations and determining the optimum switching angle. To address this problem, a new and improved hybrid algorithm is proposed that combines two evolutionary algorithms, gray wolf optimization (GWO) with an improved and new convergence factor and Differential evolution (DE) with a dynamic scaling factor using a crossover operator. In this paper, the optimum switching angles for a packed U cell 5-level inverter are estimated using the proposed algorithm for distinct modulation index values, and simulation results are compared with different algorithms. The simulation result of the proposed algorithm, IGWO-DE is confirmed through experiment.

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使用混合 IGWO-DE 算法在 PUC-5 多电平逆变器中进行选择性谐波消除
近年来,多电平逆变器因其众多优点而备受关注。由于多电平逆变器广泛应用于需要宽电压范围的工业和应用领域,因此实现高质量电压面临着诸多挑战。为了解决多电平逆变器中不需要的谐波问题,已经开展了许多研究。利用选择性谐波消除(SHE)技术,逆变器开关可在低频下进行,无用谐波可显著减少;然而,SHE 的问题在于求解超越方程和确定最佳开关角度。为了解决这个问题,本文提出了一种新的改进型混合算法,它结合了两种进化算法,一种是具有改进型新收敛因子的灰狼优化算法(GWO),另一种是使用交叉算子具有动态缩放因子的差分进化算法(DE)。本文针对不同的调制指数值,使用所提出的算法估算了紧凑型 U 单元 5 电平逆变器的最佳开关角,并将仿真结果与不同的算法进行了比较。实验证实了所提算法 IGWO-DE 的仿真结果。
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审稿时长
19 weeks
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