Real time implementation of multivariable centralised FOPID controller for TITO process

S. Lakshmanaprabu, U. Banu
{"title":"Real time implementation of multivariable centralised FOPID controller for TITO process","authors":"S. Lakshmanaprabu, U. Banu","doi":"10.1504/ijris.2018.10012760","DOIUrl":null,"url":null,"abstract":"The development and real time implementation of multivariable centralised FOPID (MC-FOPID) controllers for two interacting frustum conical tank level process (TICFTLP) is presented. The modelling and control of TICFTLP is difficult due to its dynamic coupling between inputs and outputs. The black box model is developed from the open loop experimental data using process reaction curve (PRC) method. The multivariable centralised FOPID (MC-FOPID) controller with five tuning parameters is designed based on the steady state gain matrix of the process and then the controller parameters are tuned using bat optimisation algorithm. The comparison of proposed MC-FOPID controller with multiloop PID controller is demonstrated in the simulation study. The simulation results of the controllers are compared in terms of settling time and integral error criteria. It is found that the MC-FOPID controller has better servo and regulatory response than multiloop PID control. The real time implementation of MC-FOPID is done in MATLAB/SIMULINK using USB-based DAQ module.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Reason. based Intell. Syst.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/ijris.2018.10012760","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

The development and real time implementation of multivariable centralised FOPID (MC-FOPID) controllers for two interacting frustum conical tank level process (TICFTLP) is presented. The modelling and control of TICFTLP is difficult due to its dynamic coupling between inputs and outputs. The black box model is developed from the open loop experimental data using process reaction curve (PRC) method. The multivariable centralised FOPID (MC-FOPID) controller with five tuning parameters is designed based on the steady state gain matrix of the process and then the controller parameters are tuned using bat optimisation algorithm. The comparison of proposed MC-FOPID controller with multiloop PID controller is demonstrated in the simulation study. The simulation results of the controllers are compared in terms of settling time and integral error criteria. It is found that the MC-FOPID controller has better servo and regulatory response than multiloop PID control. The real time implementation of MC-FOPID is done in MATLAB/SIMULINK using USB-based DAQ module.
TITO过程多变量集中式FOPID控制器的实时实现
介绍了用于两台相互作用圆锥罐液位过程(TICFTLP)的多变量集中式FOPID (MC-FOPID)控制器的开发和实时实现。由于TICFTLP的输入和输出之间存在动态耦合,给其建模和控制带来了困难。利用过程反应曲线(PRC)方法,从开环实验数据建立了黑盒模型。基于过程稳态增益矩阵,设计了具有5个可调参数的多变量集中式FOPID (MC-FOPID)控制器,并采用蝙蝠优化算法对控制器参数进行了整定。在仿真研究中,对MC-FOPID控制器与多环PID控制器进行了比较。从沉降时间和积分误差准则两方面对控制器的仿真结果进行了比较。结果表明,MC-FOPID控制器比多环PID控制器具有更好的伺服和调节响应。MC-FOPID的实时实现在MATLAB/SIMULINK中使用基于usb的DAQ模块完成。
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:604180095
Book学术官方微信