New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances

IF 10.7 2区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Ali Darvish Falehi, Hossein Torkaman
{"title":"New staircase sinusoidal voltage synthesizer and optimal interval type-2 fuzzy controller for dynamic voltage restorer to compensate voltage disturbances","authors":"Ali Darvish Falehi,&nbsp;Hossein Torkaman","doi":"10.1007/s10462-023-10572-7","DOIUrl":null,"url":null,"abstract":"<div><p>In this paper, a new staircase sinusoidal voltage synthesizer based on dc-dc boost converter and dc-ac multilevel inverter is proposed for dynamic voltage restorer to accurately compensate the power quality issues. The dc-dc boost converter which is connected to photovoltaic-based power supply system can provide required energy and high-gain voltage [2*(1−K)<sup>−2</sup>] via tracking the maximum power for the compensation process. The dc-ac multilevel inverter which their dc power sources have followed septenary geometric progression can provide high step staircase sinusoidal voltage [7<sup>(Nsw/6)</sup>] with low switch count. In this regard, the proposed staircase sinusoidal voltage synthesizer can effectively compensate the voltage disturbance conditions. In view of the fact that the compensator control system must properly operate so that the proposed voltage synthesizer reveals its step creation capability, an interval type-2 fuzzy controller is implemented to assist the power electronic part. The controller parameters have been optimally extracted using multi-objective stochastic fractal search algorithm to ensure the control process accuracy. To verify and validate the compensation capability of the proposed compensator, the simulation results have been focused on asymmetrical voltage disturbance conditions. Finally, the comparison and simulation results have strongly confirmed the high step creation and compensation capabilities of the proposed DVR.</p></div>","PeriodicalId":8449,"journal":{"name":"Artificial Intelligence Review","volume":"56 2","pages":"2125 - 2150"},"PeriodicalIF":10.7000,"publicationDate":"2023-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Artificial Intelligence Review","FirstCategoryId":"94","ListUrlMain":"https://link.springer.com/article/10.1007/s10462-023-10572-7","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE","Score":null,"Total":0}
引用次数: 0

Abstract

In this paper, a new staircase sinusoidal voltage synthesizer based on dc-dc boost converter and dc-ac multilevel inverter is proposed for dynamic voltage restorer to accurately compensate the power quality issues. The dc-dc boost converter which is connected to photovoltaic-based power supply system can provide required energy and high-gain voltage [2*(1−K)−2] via tracking the maximum power for the compensation process. The dc-ac multilevel inverter which their dc power sources have followed septenary geometric progression can provide high step staircase sinusoidal voltage [7(Nsw/6)] with low switch count. In this regard, the proposed staircase sinusoidal voltage synthesizer can effectively compensate the voltage disturbance conditions. In view of the fact that the compensator control system must properly operate so that the proposed voltage synthesizer reveals its step creation capability, an interval type-2 fuzzy controller is implemented to assist the power electronic part. The controller parameters have been optimally extracted using multi-objective stochastic fractal search algorithm to ensure the control process accuracy. To verify and validate the compensation capability of the proposed compensator, the simulation results have been focused on asymmetrical voltage disturbance conditions. Finally, the comparison and simulation results have strongly confirmed the high step creation and compensation capabilities of the proposed DVR.

Abstract Image

新型阶梯正弦电压合成器及补偿电压扰动的动态电压恢复器最优区间2型模糊控制器
本文提出了一种基于dc-dc升压变换器和dc-ac多电平逆变器的阶梯正弦电压合成器,用于动态电压恢复器,以精确补偿电能质量问题。将dc-dc升压变换器连接到光伏供电系统中,通过跟踪补偿过程的最大功率,可以提供所需的能量和高增益电压[2*(1−K)−2]。直流电源遵循七阶几何级数的直流-交流多电平逆变器可以在低开关计数下提供高阶阶梯正弦电压[7(Nsw/6)]。在这方面,所提出的阶梯正弦电压合成器可以有效地补偿电压扰动条件。考虑到补偿器控制系统必须正常运行,以使所提出的电压合成器显示出其产生阶跃的能力,采用区间2型模糊控制器辅助电力电子部分。采用多目标随机分形搜索算法对控制器参数进行优化提取,保证了控制过程的精度。为了验证所提出的补偿器的补偿能力,仿真结果集中在非对称电压扰动条件下。最后,对比和仿真结果有力地证实了所提出的DVR具有高阶跃产生和补偿能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Artificial Intelligence Review
Artificial Intelligence Review 工程技术-计算机:人工智能
CiteScore
22.00
自引率
3.30%
发文量
194
审稿时长
5.3 months
期刊介绍: Artificial Intelligence Review, a fully open access journal, publishes cutting-edge research in artificial intelligence and cognitive science. It features critical evaluations of applications, techniques, and algorithms, providing a platform for both researchers and application developers. The journal includes refereed survey and tutorial articles, along with reviews and commentary on significant developments in the field.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信