Calibration strategies for enhancing accuracy in serial industrial robots for orbital milling applications

Mohamed Slamani, Hocine Makri, Aissa Boudilmi, Ilian A. Bonev, Jean-Francois Chatelain
{"title":"Calibration strategies for enhancing accuracy in serial industrial robots for orbital milling applications","authors":"Mohamed Slamani, Hocine Makri, Aissa Boudilmi, Ilian A. Bonev, Jean-Francois Chatelain","doi":"10.1108/ir-12-2023-0334","DOIUrl":null,"url":null,"abstract":"<h3>Purpose</h3>\n<p>This research paper aims to optimize the calibration process for an ABB IRB 120 robot, specifically for robotic orbital milling applications, by introducing and validating the use of the observability index and telescopic ballbar for accuracy enhancement.</p><!--/ Abstract__block -->\n<h3>Design/methodology/approach</h3>\n<p>The study uses the telescopic ballbar and an observability index for the calibration of an ABB IRB 120 robot, focusing on robotic orbital milling. Comparative simulation analysis selects the O<sub>3</sub> index. Experimental tests, both static and dynamic, evaluate the proposed calibration approach within the robot’s workspace.</p><!--/ Abstract__block -->\n<h3>Findings</h3>\n<p>The proposed calibration approach significantly reduces circularity errors, particularly in robotic orbital milling, showcasing effectiveness in both static and dynamic modes at various tool center point speeds.</p><!--/ Abstract__block -->\n<h3>Research limitations/implications</h3>\n<p>The study focuses on a specific robot model and application (robotic orbital milling), limiting generalizability. Further research could explore diverse robot models and applications.</p><!--/ Abstract__block -->\n<h3>Practical implications</h3>\n<p>The findings offer practical benefits by enhancing the accuracy of robotic systems, particularly in precision tasks like orbital milling, providing a valuable calibration method.</p><!--/ Abstract__block -->\n<h3>Social implications</h3>\n<p>While primarily technological, improved robotic precision can have social implications, potentially influencing fields where robotic applications are crucial, such as manufacturing and automation.</p><!--/ Abstract__block -->\n<h3>Originality/value</h3>\n<p>This study’s distinctiveness lies in advancing the accuracy and precision of industrial robots during circular motions, specifically tailored for orbital milling applications. The innovative approach synergistically uses the observability index and telescopic ballbar to achieve these objectives.</p><!--/ Abstract__block -->","PeriodicalId":501389,"journal":{"name":"Industrial Robot","volume":"15 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Industrial Robot","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/ir-12-2023-0334","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

Purpose

This research paper aims to optimize the calibration process for an ABB IRB 120 robot, specifically for robotic orbital milling applications, by introducing and validating the use of the observability index and telescopic ballbar for accuracy enhancement.

Design/methodology/approach

The study uses the telescopic ballbar and an observability index for the calibration of an ABB IRB 120 robot, focusing on robotic orbital milling. Comparative simulation analysis selects the O3 index. Experimental tests, both static and dynamic, evaluate the proposed calibration approach within the robot’s workspace.

Findings

The proposed calibration approach significantly reduces circularity errors, particularly in robotic orbital milling, showcasing effectiveness in both static and dynamic modes at various tool center point speeds.

Research limitations/implications

The study focuses on a specific robot model and application (robotic orbital milling), limiting generalizability. Further research could explore diverse robot models and applications.

Practical implications

The findings offer practical benefits by enhancing the accuracy of robotic systems, particularly in precision tasks like orbital milling, providing a valuable calibration method.

Social implications

While primarily technological, improved robotic precision can have social implications, potentially influencing fields where robotic applications are crucial, such as manufacturing and automation.

Originality/value

This study’s distinctiveness lies in advancing the accuracy and precision of industrial robots during circular motions, specifically tailored for orbital milling applications. The innovative approach synergistically uses the observability index and telescopic ballbar to achieve these objectives.

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
提高轨道铣削应用串行工业机器人精度的校准策略
目的本研究论文旨在通过引入和验证可观察性指数和伸缩球杆仪的使用来提高精度,从而优化 ABB IRB 120 机器人的校准过程,特别是在机器人轨道铣削应用中。对比模拟分析选择了 O3 指数。实验测试(包括静态和动态测试)评估了机器人工作空间内的拟议校准方法。研究结果拟议的校准方法显著降低了圆度误差,尤其是在机器人轨道铣削中,在各种刀具中心点速度下的静态和动态模式下均显示出其有效性。研究局限性/意义该研究侧重于特定的机器人模型和应用(机器人轨道铣削),限制了其通用性。社会影响虽然主要是技术方面的,但机器人精度的提高会产生社会影响,可能会影响到机器人应用至关重要的领域,如制造业和自动化领域。原创性/价值这项研究的独特之处在于提高了工业机器人在圆周运动中的精度和准确性,特别是针对轨道铣削应用。这种创新方法协同使用了可观测性指数和伸缩球杆仪来实现这些目标。
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
Model optimization and acceleration method based on meta-learning and model pruning for laser vision weld tracking system High-performance foot trajectory tracking control of hydraulic legged robots based on fixed-time disturbance observers Design of a multi-manipulator robot for relieving welding residual stress An online error compensation strategy for hybrid robot based on grating feedback YLS-SLAM: a real-time dynamic visual SLAM based on semantic segmentation
×
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