PID control scheme for twin rotor MIMO system using a real valued genetic algorithm with a predetermined search range

Durga Prasad, P. Manoharan, A. Ramalakshmi
{"title":"PID control scheme for twin rotor MIMO system using a real valued genetic algorithm with a predetermined search range","authors":"Durga Prasad, P. Manoharan, A. Ramalakshmi","doi":"10.1109/ICPEC.2013.6527697","DOIUrl":null,"url":null,"abstract":"This paper discusses the proportional-integral-derivative control scheme for a twin rotor multiple input multiple output system (TRMS), which is a nonlinear system with two degrees of freedom and cross couplings. The objectives of the work are to stabilize the TRMS, to attain a particular position and to make it to track a trajectory. Four PID controllers are used for achieving the objectives. The parameters of the PID controllers are tuned using the real valued genetic algorithm (RGA). The initial search range of the RGA is obtained using a control design optimization (CDO) technique. The control scheme is initially implemented for the decoupled system viz., horizontal and vertical 1-degree of freedom (1-DOF) systems, using 1 PID controller for each system, and it is followed by the implementation of the control scheme for the 2-degree of freedom (2-DOF) System.","PeriodicalId":176900,"journal":{"name":"2013 International Conference on Power, Energy and Control (ICPEC)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"15","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 International Conference on Power, Energy and Control (ICPEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPEC.2013.6527697","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 15

Abstract

This paper discusses the proportional-integral-derivative control scheme for a twin rotor multiple input multiple output system (TRMS), which is a nonlinear system with two degrees of freedom and cross couplings. The objectives of the work are to stabilize the TRMS, to attain a particular position and to make it to track a trajectory. Four PID controllers are used for achieving the objectives. The parameters of the PID controllers are tuned using the real valued genetic algorithm (RGA). The initial search range of the RGA is obtained using a control design optimization (CDO) technique. The control scheme is initially implemented for the decoupled system viz., horizontal and vertical 1-degree of freedom (1-DOF) systems, using 1 PID controller for each system, and it is followed by the implementation of the control scheme for the 2-degree of freedom (2-DOF) System.
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
双转子多输入多输出系统的PID控制方案采用了一种具有预定搜索范围的实值遗传算法
本文讨论了双转子多输入多输出系统(TRMS)的比例-积分-微分控制方案,该系统是一个两自由度交叉耦合的非线性系统。这项工作的目标是稳定TRMS,达到一个特定的位置,并使其跟踪轨迹。采用4个PID控制器实现目标。采用实值遗传算法(RGA)对PID控制器参数进行整定。采用控制设计优化(CDO)技术,得到了RGA的初始搜索范围。首先对解耦系统即水平和垂直1自由度(1- dof)系统实施控制方案,每个系统使用1个PID控制器,然后对2自由度(2-DOF)系统实施控制方案。
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
Cascaded seven level inverter with reduced number of switches using level shifting PWM technique Design, analysis and simulation of linear controller of a STATCOM for reactive power compensation on variation of DC link voltage Transmission line faults detection, classification, and location using Discrete Wavelet Transform New multilevel inverter topology with reduced number of switches using advanced modulation strategies Performance analysis of PV fed single phase T-source inverter
×
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