Multi-degree-of-freedom joint nonlinear motion control with considering the friction effect

Jiashuai Yang, Guoyuan Zhang, Liewen Wang, Jietian Wang, Hao Wang
{"title":"Multi-degree-of-freedom joint nonlinear motion control with considering the friction effect","authors":"Jiashuai Yang, Guoyuan Zhang, Liewen Wang, Jietian Wang, Hao Wang","doi":"10.1109/SAMI50585.2021.9378674","DOIUrl":null,"url":null,"abstract":"Friction effect between joints needs to be considered in the fast changeover process of the dulcimer robot which is oriented to precise position control. A complete nonlinear dynamic equation with coulomb friction model for a six-degree-of-freedom robot is proposed. Based on Solidworks and Matlab SimMechanics dynamics model, the transformation and simulation of the above dynamic equations are completed, and the joint motion parameter recognition for the end positions is obtained. The results show that with and without considering the friction, the maximum difference on the moment response of joints of the robot is 7%. In order to precisely control the movement of each joint, a track tracking method combining traditional PID control and adaptive fuzzy PID control is proposed, and the angular difference of each joint track can keep within the range below 0.08 rad. The research process and results provide a theoretical reference for improving the high-speed position accuracy and evaluating the response characteristics of the multi -degree-of-freedom dulcimer robot, and have important engineering reference for ensuring the accurate acquisition of the multi-degree-of-freedom robot's motion.","PeriodicalId":402414,"journal":{"name":"2021 IEEE 19th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 19th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SAMI50585.2021.9378674","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Friction effect between joints needs to be considered in the fast changeover process of the dulcimer robot which is oriented to precise position control. A complete nonlinear dynamic equation with coulomb friction model for a six-degree-of-freedom robot is proposed. Based on Solidworks and Matlab SimMechanics dynamics model, the transformation and simulation of the above dynamic equations are completed, and the joint motion parameter recognition for the end positions is obtained. The results show that with and without considering the friction, the maximum difference on the moment response of joints of the robot is 7%. In order to precisely control the movement of each joint, a track tracking method combining traditional PID control and adaptive fuzzy PID control is proposed, and the angular difference of each joint track can keep within the range below 0.08 rad. The research process and results provide a theoretical reference for improving the high-speed position accuracy and evaluating the response characteristics of the multi -degree-of-freedom dulcimer robot, and have important engineering reference for ensuring the accurate acquisition of the multi-degree-of-freedom robot's motion.
考虑摩擦效应的多自由度关节非线性运动控制
扬琴机器人以精确的位置控制为导向,在快速转换过程中需要考虑关节间的摩擦效应。提出了六自由度机器人具有库仑摩擦模型的完全非线性动力学方程。基于Solidworks和Matlab SimMechanics动力学模型,完成了上述动力学方程的变换和仿真,得到了末端位置的关节运动参数识别。结果表明,考虑摩擦和不考虑摩擦时,机器人关节力矩响应的最大差异为7%。为了精确控制各关节的运动,提出了一种传统PID控制与自适应模糊PID控制相结合的轨迹跟踪方法,使各关节的轨迹角差保持在0.08 rad以内。研究过程和结果为提高多自由度扬琴机器人的高速定位精度和评价其响应特性提供了理论参考。对保证多自由度机器人运动的准确采集具有重要的工程参考意义。
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