Fractional Order Intelligent Controller for Single Tank Liquid Level System

R. Paul, A. Sengupta
{"title":"Fractional Order Intelligent Controller for Single Tank Liquid Level System","authors":"R. Paul, A. Sengupta","doi":"10.1109/CMI50323.2021.9362762","DOIUrl":null,"url":null,"abstract":"This paper addresses the application of fractional order integrator in multiresolution controller to design new fractional order intelligent controller (FOIC) using packet wavelet transform in discrete demesne for laboratory scale single tank liquid level system (LLS). The essence of this approach is to reduce the complexity of integer order packet controller as well as to achieve the better tracking performance compared to fractional order proportional-integral (FOPI) controller, fractional order discrete wavelet based controller as well as integer order packet controller. In this paper, the effects of this new FOI controller are studied and NI LABVIEW based simulation results are shown. The results on LLS problem show that this fractional order simple tree structured packet controller (FOIC) achieves better tracking performance i.e. lower steady state error with zero overshoot compared to its integer order version as well as FOPI controller. Also, the results depict its performance efficacy i.e. faster dynamic response over fractional order discrete wavelet controller and it provides better noise rejection potency by improving signal to noise ratio than FOPI controller.","PeriodicalId":142069,"journal":{"name":"2021 IEEE Second International Conference on Control, Measurement and Instrumentation (CMI)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE Second International Conference on Control, Measurement and Instrumentation (CMI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CMI50323.2021.9362762","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 addresses the application of fractional order integrator in multiresolution controller to design new fractional order intelligent controller (FOIC) using packet wavelet transform in discrete demesne for laboratory scale single tank liquid level system (LLS). The essence of this approach is to reduce the complexity of integer order packet controller as well as to achieve the better tracking performance compared to fractional order proportional-integral (FOPI) controller, fractional order discrete wavelet based controller as well as integer order packet controller. In this paper, the effects of this new FOI controller are studied and NI LABVIEW based simulation results are shown. The results on LLS problem show that this fractional order simple tree structured packet controller (FOIC) achieves better tracking performance i.e. lower steady state error with zero overshoot compared to its integer order version as well as FOPI controller. Also, the results depict its performance efficacy i.e. faster dynamic response over fractional order discrete wavelet controller and it provides better noise rejection potency by improving signal to noise ratio than FOPI controller.
单罐液位系统的分数阶智能控制器
本文研究了分数阶积分器在多分辨率控制器中的应用,针对实验室规模单罐液位系统设计了一种基于小波包变换的分数阶智能控制器(FOIC)。该方法的实质是降低整数阶数据包控制器的复杂度,并获得比分数阶比例积分(FOPI)控制器、分数阶离散小波控制器以及整数阶数据包控制器更好的跟踪性能。本文研究了这种新型FOI控制器的控制效果,并给出了基于NI LABVIEW的仿真结果。LLS问题的研究结果表明,与整数阶简单树结构数据包控制器(FOIC)和FOPI控制器相比,该分数阶简单树结构数据包控制器(FOIC)具有更好的跟踪性能,即更低的稳态误差和零超调。此外,结果还描述了其性能效率,即比分数阶离散小波控制器更快的动态响应,并且通过提高信噪比而比FOPI控制器提供更好的噪声抑制能力。
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
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