Improved power quality operation of symmetrical and asymmetrical multilevel inverter using invasive weed optimization technique
Author | Ahmad, Salman |
Author | Iqbal, Atif |
Author | Ashraf, Imtiaz |
Author | Meraj, Mohammad |
Available date | 2023-05-21T08:32:44Z |
Publication Date | 2022 |
Publication Name | Energy Reports |
Resource | Scopus |
Abstract | Low switching frequency pulse width modulation (PWM) technique for modulation and control of multilevel inverter in medium voltage high power applications is preferred in order to reduce the switching losses. In this context, a multilevel inverter operated with Selective harmonics minimization PWM technique offers better quality waveform at reduced switching losses. After the Fourier series analysis, the system of non-linear simultaneous transcendental equations is obtained. These equations are then solved to obtain switching angles to have certain low order harmonics at minimum value and regulation in the fundamental voltage magnitude. In this paper, a novel invasive weed optimization (IWO) technique is proposed to compute switching angles. The proposed technique can compute switching angles for both symmetrical and asymmetrical multilevel inverters. Thus it has superiority over well-known optimization techniques such as GA, PSO, DE, and ACO, etc. Moreover, in certain modulation index ranges, it provides faster convergence and accurate results which have been demonstrated in the paper. The computational results have been verified with the experimental result on the prototype developed in the laboratory. The field programming gate arrays (FPGA) based controller is used to implement the proposed technique. The hardware results have been found in close agreement with the computed results. 2022 |
Sponsor | This publication was made possible by NPRP grant #[ 13S-0108-20008 ] from the Qatar National Research Fund (A member of Qatar Foundation). The statements made herein are solely the responsibility of the authors. The APC of the paper is funded by the Qatar National Library , Doha, Qatar. |
Language | en |
Publisher | Elsevier |
Subject | FPGA Invasive weed optimization Low switching frequency Multilevel inverter Total harmonics distortion |
Type | Article |
Pagination | 3323-3336 |
Volume Number | 8 |
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Electrical Engineering [2703 items ]