Optimization of intelligent fuzzy controllers for industrial facilities

Y. Kudinov, A. Kelina, A. Pashchenko, F. Pashchenko
{"title":"Optimization of intelligent fuzzy controllers for industrial facilities","authors":"Y. Kudinov, A. Kelina, A. Pashchenko, F. Pashchenko","doi":"10.1109/ICAICT.2014.7035988","DOIUrl":null,"url":null,"abstract":"Classical linear controllers often do not provide required quality of control of real, mostly nonlinear industrial facilities. Under these conditions, high efficiency show fuzzy PID controllers and their modifications, which, by appropriate choice of parameters, can become nonlinear and better suited for the control of nonlinear industrial facilities. In this paper we propose a simplified method for determining the optimal parameters of fuzzy PD controller with the use of MATLAB and the method of fuzzy linearization discussed in [1, 2, 3].","PeriodicalId":103329,"journal":{"name":"2014 IEEE 8th International Conference on Application of Information and Communication Technologies (AICT)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE 8th International Conference on Application of Information and Communication Technologies (AICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAICT.2014.7035988","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

Classical linear controllers often do not provide required quality of control of real, mostly nonlinear industrial facilities. Under these conditions, high efficiency show fuzzy PID controllers and their modifications, which, by appropriate choice of parameters, can become nonlinear and better suited for the control of nonlinear industrial facilities. In this paper we propose a simplified method for determining the optimal parameters of fuzzy PD controller with the use of MATLAB and the method of fuzzy linearization discussed in [1, 2, 3].
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
工业设备智能模糊控制器的优化
经典的线性控制器通常不能提供实际的、主要是非线性的工业设施所要求的控制质量。在这种情况下,模糊PID控制器及其修改具有很高的效率,通过适当的参数选择,模糊PID控制器可以变得非线性,更适合于非线性工业设备的控制。本文利用MATLAB和[1,2,3]中讨论的模糊线性化方法,提出了一种确定模糊PD控制器最优参数的简化方法。
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 new robust binary image embedding algorithm in discrete wavelet domain Polyalphabetic Euclidean ciphers Complex system state generalized presentation based on concepts Using a knowledge base in developing modification for MS Dynamics AX TOFI technology capabilities for data processing and visualization
×
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