journal article·2024-10-28Open access

A Self-Calibration Method for Robot End-Effector Using Spherical Constraints

Xiong Wang, Wenze Ren, Kang Wang, Jun Liu, Jinsong Lin, Jiahui Feng, Jun Zheng, Fei Li

Applied Sciences· Volume 14· Issue 21

Abstract

A self-calibration method utilizing spherical constraints is proposed for calibration of robot end-effectors. The method establishes a mathematical model to account for both the geometric errors of the robot and the deformation errors of the end-effector. A nonlinear least-squares parameter identification technique based on spherical constraints is employed to achieve autonomous calibration of the end-effector. Contrasted with methodologies relying on point plane or distance constraints, this novel technique delivers superior positioning accuracy, streamlined operational procedures and enhanced efficiency. Both simulation and experimental validation confirm that the self-calibration method using spherical constraints improves the positioning accuracy of the robot end-effector from 3 mm to 0.3 mm, showing the effectiveness of the method.
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Research context

OpenAlex topics: Robotic Mechanisms and Dynamics · Piezoelectric Actuators and Control · Manufacturing Process and Optimization

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

China Construction Second Engineering Bureau Ltd., Beijing 101101, China

Department of Mechanical Engineering, Tsinghua University, Beijing 100084, China

Funding

Infrastructure Technology and Equipment Engineering Research Center of China State Construction Engineering Corporation

References (18)

Show source-provided references
1. Review on Key Technology of Manipulator Absolute Positioning Accuracy Calibration
2. A Technique to Calibrate Industrial Robots with Experimental Verification10.1109/70.88114 ↗
3. Exploring a Planar Constraints Self-Calibration Technique of Robots
4. Newman, W.S., and Osborn, D.W. (1993, January 2–6). A New Method for Kinematic Parameter Calibration via Laser Line Tracking. Proceedings of the IEEE International Conference on Robotics and Automation, Atlanta, GA, USA.
5. Xia, T. (2010). Research of Kinematic Calibration and Error Analysis for Industrial Robot. [Master’s Thesis, Shanghai Jiao Tong University]. Available online: https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CMFD&dbname=CMFD2010&filename=2009225559.nh.
6. Kinematics Calibration of Large Industrial Robot and Precision Compensation Method
7. Development of An Onsite Calibration Device for Robot Manipulators10.1631/FITEE.2200172 ↗
8. A Coordinate Conversion Method of Robot and Laser Tracker Combining Tool Coordinate System Calibration with Common Points
9. The Calibration Algorithms for Industrial Robots Based on a Novel Self-calibration Device
10. A Robot’s Parameter Identification Method with Joint Flexible Errors taken into Account
11. Zhang, J. (2023). Research on Precision Analysis and Error Compensation of Six Degrees of Freedom Industrial Robot. [Master’s Thesis, Shenyang University of Technology].
12. Synthetically Analysis of the Robot Pose Error Resulting from Various Factors
13. Dini, P., and Saponara, S. (2021). Model-Based Design of an Improved Electric Drive Controller for High-Precision Applications Based on Feedback Linearization Technique. Electronics, 10.10.3390/electronics10232954 ↗
14. Positioning Accuracy Improvement Method of Industrial Robot Based on Laser Tracking Measurement10.1016/j.measen.2021.100235 ↗
15. A Kinematic Notation for Lower-Pair Mechanisms Based on Matrices10.1115/1.4011045 ↗
16. Hayati, S. (1983, January 14–16). Robot Arm Geometric Link Parameter Estimation. Proceedings of the 22nd IEEE Conference on Decision and Control, San Antonio, TX, USA.10.1109/CDC.1983.269783 ↗
17. Niku, S.B. (2020). Introduction to Robotics: Analysis, Control, Applications, John Wiley & Sons.
18. An Improved Total Least Squares Algorithm for Solving Sphere Surface Fitting