机器人
校准
补偿(心理学)
刚度(电磁)
激光跟踪器
准确度和精密度
计算机科学
变形(气象学)
扫描仪
观测误差
工业机器人
模拟
工程类
人工智能
激光器
光学
结构工程
材料科学
数学
物理
复合材料
精神分析
统计
心理学
作者
Ziwei Wan,Chunlin Zhou,Zhaohui Lin,Huapeng Yan,Weixi Tang,Zheng Wang,Jun Wu
出处
期刊:Sensors
[Multidisciplinary Digital Publishing Institute]
日期:2023-06-19
卷期号:23 (12): 5717-5717
被引量:10
摘要
MultiCal is an affordable, high-precision measuring device designed for the on-site calibration of industrial robots. Its design features a long measuring rod with a spherical tip that is attached to the robot. By restricting the rod's tip to multiple fixed points under different rod orientations, the relative positions of these points are accurately measured beforehand. A common issue with MultiCal is the gravitational deformation of the long measuring rod, which introduces measurement errors into the system. This problem becomes especially serious when calibrating large robots, as the length of the measuring rod needs to be increased to enable the robot to move in a sufficient space. To address this issue, we propose two improvements in this paper. Firstly, we suggest the use of a new design of the measuring rod that is lightweight yet has high rigidity. Secondly, we propose a deformation compensation algorithm. Experimental results have shown that the new measuring rod improves calibration accuracy from 20% to 39%, while using the deformation compensation algorithm, the accuracy increases from 6% to 16%. In the best configuration, the calibration accuracy is similar to that of a measuring arm with a laser scanner, producing an average positioning error of 0.274 mm and a maximum positioning error of 0.838 mm. The improved design is cost-affordable, robust, and has sufficient accuracy, making MultiCal a more reliable tool for industrial robot calibration.
科研通智能强力驱动
Strongly Powered by AbleSci AI