A Study of Stabilization and Swing-up Linear Control for a Single Link Rotary Pendulum

Zied Ben Hazem, Z. Bingül
{"title":"A Study of Stabilization and Swing-up Linear Control for a Single Link Rotary Pendulum","authors":"Zied Ben Hazem, Z. Bingül","doi":"10.1109/ICTACSE50438.2022.10009648","DOIUrl":null,"url":null,"abstract":"Single link rotary inverted pendulum (SLRIP) is a highly nonlinear control system that has complex dynamic behavior. This type of system requires a high-performance controller for its control. The rotary pendulum system is present as a control problem challenge because the system often moves to an uncontrolled state. The problem consists to balance one or more attached pendulums vertically in the upward position on a rotational arm which has a single degree of freedom and turns horizontally on only one axis. The aim is to find a control strategy that provides accurate performance with respect to the angles of the pendulums and the horizontal arm. This paper proposes a study of a PID, Linear Quadratic Regulator (LQR) stabilization control, and swing-up linear control based on LQR. The gains of the PID and LQR controllers are optimized by using the particle swarm optimization (PSO) algorithm to provide more robust controllers. A dynamic mechanical simulation study was conducted on MATLAB/SimMechanics obtained by the designed 3D-CAD models of the SLRIP. According to experimental results, the systems demonstrate the efficiency and robustness of all controllers.","PeriodicalId":301767,"journal":{"name":"2022 International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICTACSE50438.2022.10009648","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

Single link rotary inverted pendulum (SLRIP) is a highly nonlinear control system that has complex dynamic behavior. This type of system requires a high-performance controller for its control. The rotary pendulum system is present as a control problem challenge because the system often moves to an uncontrolled state. The problem consists to balance one or more attached pendulums vertically in the upward position on a rotational arm which has a single degree of freedom and turns horizontally on only one axis. The aim is to find a control strategy that provides accurate performance with respect to the angles of the pendulums and the horizontal arm. This paper proposes a study of a PID, Linear Quadratic Regulator (LQR) stabilization control, and swing-up linear control based on LQR. The gains of the PID and LQR controllers are optimized by using the particle swarm optimization (PSO) algorithm to provide more robust controllers. A dynamic mechanical simulation study was conducted on MATLAB/SimMechanics obtained by the designed 3D-CAD models of the SLRIP. According to experimental results, the systems demonstrate the efficiency and robustness of all controllers.
单杆回转摆的稳定与起摆线性控制研究
单连杆旋转倒立摆是一种具有复杂动力学行为的高度非线性控制系统。这种类型的系统需要一个高性能的控制器来控制。由于摆锤系统经常进入不受控制的状态,因此摆锤系统的控制问题是一个挑战。问题包括平衡一个或多个连接的钟摆在一个旋转臂上垂直向上的位置,该旋转臂有一个自由度,只在一个轴上水平转动。目的是找到一种控制策略,提供准确的性能相对于钟摆和水平臂的角度。本文研究了基于线性二次调节器(LQR)的PID、线性二次调节器(LQR)镇定控制和摆动线性控制。采用粒子群优化算法对PID和LQR控制器的增益进行优化,使控制器具有更强的鲁棒性。利用所设计的SLRIP三维cad模型,在MATLAB/SimMechanics上进行了动态力学仿真研究。实验结果表明,所设计的控制器具有良好的鲁棒性和有效性。
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