直接矩阵变换器阻尼输入滤波器优化改进粒子群算法的提出

IF 2.6 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES
Abdelhakim Dendouga
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引用次数: 0

摘要

半导体器件、电路板和微计算技术的最新进展促进了新一代电源转换器的出现。在这种情况下,直接矩阵变换器(DMC)已被提出作为一个有前途的解决方案,以提高驱动和发电系统的性能,因为后者允许直接转换,可调的功率因数,和紧凑的尺寸。然而,对于这种类型的变换器来说,谐波滤波是一个严峻的问题,需要选择合适的滤波器拓扑和确定其最优参数。本文提出了一种改进的粒子群优化(PSO)算法,用于与DMC相关的无源输入滤波器的优化设计。在此背景下,通过考虑由文丘里尼和支持向量机技术控制的DMC的阻尼无源输入滤波器的两种拓扑,进行了仿真研究,以评估所提出的优化方法的有效性。实验结果证实了该优化方法与传统方法相比的有效性,特别是在执行时间短和优化滤波器设计(符合IEEE标准THD <; 5%)方面,避免了人为造成的计算误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Emergence of an Improved Version of the PSO Technique for Optimization of Damped Input Filter for Direct Matrix Converter

The recent advances in the technology of semiconductor devices, electronic boards, and micro-computing have contributed to the emergence of new generations of power converters. In this context, the direct matrix converter (DMC) has been proposed as a promising solution to improve the performance of drive and power generation systems since this latter allows a direct conversion, adjustable power factor, and compact dimensions. However, harmonic filtering is a severe problem for this type of converter concerning choosing the appropriate filter topology and identifying its optimal parameters. The present work proposes a new approach for the optimal design of the passive input filter associated with the DMC through the emergence of an improved version of the particle swarm optimization (PSO) algorithm. In this context, a simulation study was carried out to evaluate the effectiveness of the proposed optimization method by considering two topologies of the damped passive input filter for the DMC controlled by the Venturini and SVM techniques. The obtained results confirm the effectiveness of the proposed optimization method compared to traditional methods, especially regarding the short execution time and optimal filter design (compliant with IEEE standards THD < 5%), avoiding calculation errors caused by humans.

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来源期刊
Arabian Journal for Science and Engineering
Arabian Journal for Science and Engineering MULTIDISCIPLINARY SCIENCES-
CiteScore
5.70
自引率
3.40%
发文量
993
期刊介绍: King Fahd University of Petroleum & Minerals (KFUPM) partnered with Springer to publish the Arabian Journal for Science and Engineering (AJSE). AJSE, which has been published by KFUPM since 1975, is a recognized national, regional and international journal that provides a great opportunity for the dissemination of research advances from the Kingdom of Saudi Arabia, MENA and the world.
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