Sensitivity Analysis of Performance Tests for 6-DOF Serial Industrial Robots

Ling Wang, Xiaoliang Wu, Yanfeng Gao, Xiai Chen, Binrui Wang
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Abstract

The international standard ISO 9283:1998 is popular for performance tests of industrial robots at present. It is desirable that the tests described in this standard should be sensitive to error sources of robot end positioning/orientation. In this paper, firstly, the kinematic and the joint stiffness model parameters are identified experimentally for two models of 6-DOF (Degree of Freedom) serial in-dustrial robots (i.e., the ABB IRB 1410 and UR5 robots). Then, the standard deviations of the de-rived model parameters are obtained as error inputs for the sensitivity analysis of the performance tests including the positioning/orientation accuracy/repeatability tests. By simulating the error sen-sitivity of the positioning/orientation accuracy/repeatability test methods for industrial robots, it is analyzed whether the tests described in the ISO 9283:1998 Standard are sensitive to the focused er-ror sources, showing the limitations of the evaluation index of the ISO 9283:1998 Standard.. The results show that for 6-DOF serial industrial robots, the positioning accuracy test is the key to de-termining their motion performance. The orientation accuracy and repeatability tests are not neces-sary if the positioning accuracy and repeatability tests can be done for 6-DOF serial industrial robots. Finally, the improvement suggestion of the performance test method is proposed. The research of this paper is beneficial for improving the performance evaluation methods of industrial robots. It can also help robot manufacturing enterprises analyze and improve the positioning/orientation accura-cy/repeatability of their products.
6-DOF 串行工业机器人性能测试的灵敏度分析
ISO 9283:1998 国际标准是目前比较流行的工业机器人性能测试标准。该标准中描述的测试最好能对机器人末端定位/定向的误差源保持敏感。本文首先通过实验确定了两种型号的 6 自由度(Degree of Freedom)串行工业机器人(即 ABB IRB 1410 和 UR5 机器人)的运动学和关节刚度模型参数。然后,获得所设计模型参数的标准偏差,作为性能测试(包括定位/定向精度/可重复性测试)灵敏度分析的误差输入。通过模拟工业机器人定位/定向精度/重复性测试方法的误差敏感性,分析了 ISO 9283:1998 标准中描述的测试是否对重点误差源敏感,显示了 ISO 9283:1998 标准评价指标的局限性。结果表明,对于 6-DOF 串行工业机器人而言,定位精度测试是确定其运动性能的关键。如果 6-DOF 串行工业机器人可以进行定位精度和重复精度测试,则无需进行方向精度和重复精度测试。最后,提出了性能测试方法的改进建议。本文的研究有利于改进工业机器人的性能评估方法。也有助于机器人制造企业分析和改进其产品的定位/定向精度/重复性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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