Optimization of a Takagi-Sugeno fuzzy controller for voltage regulation of a DC-AC single-phase inverter

H. Espitia, Iván Machón-González, Hilario López-García
{"title":"Optimization of a Takagi-Sugeno fuzzy controller for voltage regulation of a DC-AC single-phase inverter","authors":"H. Espitia, Iván Machón-González, Hilario López-García","doi":"10.1109/PEPQA.2019.8851572","DOIUrl":null,"url":null,"abstract":"This paper shows the optimization of a PD (Proportional Derivative) fuzzy-type Takagi-Sugeno controller, which is used to control the voltage of a single-phase DC-AC inverter. This approach seeks to establish an initial configuration of the fuzzy system which is used as a starting point for the optimization process and thus improve the controller performance. The fuzzy system is designed aiming to have a low number of parameters to be optimized. The results show that the initial proposed configuration allows the successful optimization of the fuzzy controller.","PeriodicalId":192905,"journal":{"name":"2019 IEEE Workshop on Power Electronics and Power Quality Applications (PEPQA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE Workshop on Power Electronics and Power Quality Applications (PEPQA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PEPQA.2019.8851572","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

This paper shows the optimization of a PD (Proportional Derivative) fuzzy-type Takagi-Sugeno controller, which is used to control the voltage of a single-phase DC-AC inverter. This approach seeks to establish an initial configuration of the fuzzy system which is used as a starting point for the optimization process and thus improve the controller performance. The fuzzy system is designed aiming to have a low number of parameters to be optimized. The results show that the initial proposed configuration allows the successful optimization of the fuzzy controller.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用于直流-交流单相逆变器电压调节的Takagi-Sugeno模糊控制器的优化
本文对用于单相直流-交流逆变器电压控制的PD (Proportional Derivative)模糊型Takagi-Sugeno控制器进行了优化设计。该方法旨在建立模糊系统的初始配置,作为优化过程的起点,从而提高控制器的性能。设计模糊系统的目的是使需要优化的参数数量少。结果表明,所提出的初始配置使得模糊控制器的优化成功。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A current controller for a grid-tied, cascade multilevel inverter Integration of Photovoltaic System in Low Voltage Electrical Network of the Electrical Engineering Building Experimental Magnetization Curve of a Transformer Considering Harmonic Distortion Evolving the Next Generation of Distribution Analysis Tools PMU and PDC server implementation integrated to real-time simulation tools
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1