A single parameter self-tune fractional order PIλ controller for second order uncertain dynamical system

Muhammad Farhan, N. Ullah, Nisar Ahmed
{"title":"A single parameter self-tune fractional order PIλ controller for second order uncertain dynamical system","authors":"Muhammad Farhan, N. Ullah, Nisar Ahmed","doi":"10.1109/ICET.2016.7813211","DOIUrl":null,"url":null,"abstract":"This study presents a single parameter self-tuning fuzzy fractional order PIλ (STFFOPIλ) controller for second order uncertain dynamical system. A method for the self-tuning of fractional order controller (FOC) using fuzzy logic is introduced. Fuzzy auto-tune technique adjusts on-line integral order (λ) of STFFOPIλ controller to meet that system have different control parameters under different error. Time domain response of proposed controller is analysed and compared with two parameters (Kp and Ki) self-tuning fuzzy classical PI (STFCPI) controller. Disturbance rejection performance and robust stability feature are assessed by simulated examples. Result shows that the anti-interference capability as well as robustness of the proposed STFFOPIλ controller is better than the STFCPI controller. In short, performance of PID controller can be improved by making use of fractional order derivative and integral.","PeriodicalId":285090,"journal":{"name":"2016 International Conference on Emerging Technologies (ICET)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 International Conference on Emerging Technologies (ICET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICET.2016.7813211","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 study presents a single parameter self-tuning fuzzy fractional order PIλ (STFFOPIλ) controller for second order uncertain dynamical system. A method for the self-tuning of fractional order controller (FOC) using fuzzy logic is introduced. Fuzzy auto-tune technique adjusts on-line integral order (λ) of STFFOPIλ controller to meet that system have different control parameters under different error. Time domain response of proposed controller is analysed and compared with two parameters (Kp and Ki) self-tuning fuzzy classical PI (STFCPI) controller. Disturbance rejection performance and robust stability feature are assessed by simulated examples. Result shows that the anti-interference capability as well as robustness of the proposed STFFOPIλ controller is better than the STFCPI controller. In short, performance of PID controller can be improved by making use of fractional order derivative and integral.
二阶不确定动力系统的单参数自整定分数阶PIλ控制器
针对二阶不确定动力系统,提出了一种单参数自整定模糊分数阶pi (STFFOPIλ)控制器。介绍了一种利用模糊逻辑实现分数阶控制器自整定的方法。模糊自整定技术对stffopi控制器的在线积分阶(λ)进行调整,以满足系统在不同误差下的不同控制参数。分析了该控制器的时域响应,并与两种参数(Kp和Ki)自整定模糊经典PI (STFCPI)控制器进行了比较。通过仿真实例对系统的抗扰性能和鲁棒稳定性进行了评价。结果表明,该控制器的抗干扰能力和鲁棒性均优于STFCPI控制器。总之,利用分数阶导数和积分可以提高PID控制器的性能。
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