An Experiment Study and Analysis of Delta Robot Accuracy and Stability Improvement with Impact Testing

Ping Liu, Kerwin Wang
{"title":"An Experiment Study and Analysis of Delta Robot Accuracy and Stability Improvement with Impact Testing","authors":"Ping Liu, Kerwin Wang","doi":"10.1109/ICKII55100.2022.9983575","DOIUrl":null,"url":null,"abstract":"Delta robots with parallel manipulators have become perfect industrial assembling and packaging tools. Kinematic stability is critical in the reliable execution of robotic motions. This research emphasizes the practical need for end-effector stability refinement and investigates the tuning needs for a stable motion of Delta robots in practical applications. The influencing factors of motion stability, including asymmetric stiffness, robot motion range, and PID controller parameters, are characterized. Based on the characterization results, a simplified procedure is proposed. A gradient-based control parameter modification achieves stability refinement. These parameters are further tuned based on the experiment results from the impact test. The experiment study and analysis results have validated the proposed procedure.","PeriodicalId":352222,"journal":{"name":"2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII )","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII )","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICKII55100.2022.9983575","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Delta robots with parallel manipulators have become perfect industrial assembling and packaging tools. Kinematic stability is critical in the reliable execution of robotic motions. This research emphasizes the practical need for end-effector stability refinement and investigates the tuning needs for a stable motion of Delta robots in practical applications. The influencing factors of motion stability, including asymmetric stiffness, robot motion range, and PID controller parameters, are characterized. Based on the characterization results, a simplified procedure is proposed. A gradient-based control parameter modification achieves stability refinement. These parameters are further tuned based on the experiment results from the impact test. The experiment study and analysis results have validated the proposed procedure.
利用冲击试验提高Delta机器人精度和稳定性的实验研究与分析
具有并联机械手的德尔塔机器人已成为完美的工业装配和包装工具。运动稳定性对机器人运动的可靠执行至关重要。本研究强调了末端执行器稳定性细化的实际需要,并探讨了Delta机器人在实际应用中稳定运动的调谐需求。分析了运动稳定性的影响因素,包括非对称刚度、机器人运动范围和PID控制器参数。根据表征结果,提出了一种简化的方法。基于梯度的控制参数修改实现了稳定性的细化。这些参数根据冲击试验的实验结果进一步调整。实验研究和分析结果验证了该方法的有效性。
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