Genetic programming function representation for Fuzzy Polar speed controller of induction motor

Supari, D. Sawitri, M. Purnomo
{"title":"Genetic programming function representation for Fuzzy Polar speed controller of induction motor","authors":"Supari, D. Sawitri, M. Purnomo","doi":"10.1109/ICICI-BME.2009.5417255","DOIUrl":null,"url":null,"abstract":"This paper presents a Genetic Programming (GP) function representation of Fuzzy Polar Controller (FPC) applied to Volt/Hertz closed loop induction motor speed control. The induction motor is modeled in terms of d-q axis with synchronous frame associated with the stator excitation frequency. The system is modeled and simulated under MATLAB/Simulink environment. Performances of the GP function controller are analyzed and compared to the Fuzzy Polar Controller. The simulation results show that the GP function controller gives performance very close to Fuzzy Polar controller in transient and steady-state responses.","PeriodicalId":191194,"journal":{"name":"International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICICI-BME.2009.5417255","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This paper presents a Genetic Programming (GP) function representation of Fuzzy Polar Controller (FPC) applied to Volt/Hertz closed loop induction motor speed control. The induction motor is modeled in terms of d-q axis with synchronous frame associated with the stator excitation frequency. The system is modeled and simulated under MATLAB/Simulink environment. Performances of the GP function controller are analyzed and compared to the Fuzzy Polar Controller. The simulation results show that the GP function controller gives performance very close to Fuzzy Polar controller in transient and steady-state responses.
感应电动机模糊极速控制器的遗传规划函数表示
本文提出了一种遗传规划(GP)函数表示的模糊极坐标控制器(FPC)用于伏特/赫兹异步电动机的闭环速度控制。异步电动机以d-q轴为模型,同步框架与定子励磁频率相关联。在MATLAB/Simulink环境下对系统进行了建模和仿真。分析了GP函数控制器的性能,并与模糊极坐标控制器进行了比较。仿真结果表明,GP函数控制器在瞬态和稳态响应方面的性能与模糊极坐标控制器非常接近。
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
自引率
0.00%
发文量
0
×
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