Application of Accelerated Particle Swarm Optimization to multi level diode clamped inverter

M. Sreedhar, A. Dasgupta
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引用次数: 5

Abstract

Multidimensional scaling is a technique for exploratory analysis of multidimensional data, whose essential part is optimization of a function possessing many adverse properties including multi objectivities, multimodality, and non differentiability etc.,. In this paper, global optimization algorithms for multi Objective problems are chosen for different kind of problems especially in the power Industry. Accelerated Particle Swarm Optimization Technique (APSO) is a global optimization algorithm applied to the single phase three level and three phase three level diode clamped multi level inverter, in which Total Harmonic Distortion (THD) is taken as an objective function. Different optimized pulse patterns are obtained by the Accelerated particle swarm optimization technique (APSO), these multi level inverters are simulated in MATLAB and results are shown to be better than recently reported work.
加速粒子群算法在多电平二极管箝位逆变器中的应用
多维标度是一种对多维数据进行探索性分析的技术,其本质是对具有多目标、多模态、不可微等诸多不利性质的函数进行优化。本文针对不同类型的问题,特别是电力行业的问题,选择了多目标问题的全局优化算法。加速粒子群优化技术(APSO)是以总谐波失真(THD)为目标函数,应用于单相三电平和三相三电平二极管箝位多电平逆变器的全局优化算法。利用加速粒子群优化技术(APSO)获得了不同的优化脉冲模式,并在MATLAB中对这些多电平逆变器进行了仿真,结果表明比目前报道的结果要好。
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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