Rapid and Automatic Zero-Offset Calibration of a 2-DOF Parallel Robot Based on a New Measuring Mechanism

IF 1.2 4区 工程技术 Q3 ENGINEERING, MECHANICAL
J. Mei, Jiawei Zang, Yabin Ding, Shenglong Xie, Xu Zhang
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引用次数: 5

Abstract

This paper deals with the rapid and automatic zero-offset calibration of a 2-DOF parallel robot using distance measurements. The calibration system is introduced with emphasis on the design of a new measuring mechanism. A simplified error model of the robot is proposed after the sensitivity analyses of source errors, based on which a zero-offset identification model is developed using the truncated singular value decomposition (TSVD) method, and then it is modified with the manufacturing and assembly errors of the measuring mechanism (MAEMM). Furthermore, an optimization approach for selecting measurement positions is proposed by considering the condition number of the identification matrix. Finally, simulations and experiments are carried out to verify the effectiveness of the zero-offset calibration method. The results show that the identification model has good identifiability and robustness, and the position accuracy after calibration can be significantly improved.
基于新型测量机构的二自由度并联机器人零偏移快速自动标定
本文研究了一种基于距离测量的二自由度并联机器人的快速、自动零偏标定方法。介绍了标定系统,重点介绍了一种新型测量机构的设计。在对误差源进行敏感性分析的基础上,建立了机器人的简化误差模型,在此基础上,利用截短奇异值分解(TSVD)方法建立了零偏移辨识模型,并结合测量机构的制造和装配误差(MAEMM)对模型进行修正。在此基础上,提出了一种考虑识别矩阵条件数的测量位置选择优化方法。最后,通过仿真和实验验证了零偏移标定方法的有效性。结果表明,该辨识模型具有良好的辨识性和鲁棒性,标定后的位置精度显著提高。
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来源期刊
CiteScore
3.00
自引率
17.60%
发文量
56
审稿时长
4.1 months
期刊介绍: The international journal publishes original and (mini)review articles covering the concepts of materials science, mechanics, kinematics, thermodynamics, energy and environment, mechatronics and robotics, fluid mechanics, tribology, cybernetics, industrial engineering and structural analysis. The journal follows new trends and progress proven practice in the mechanical engineering and also in the closely related sciences as are electrical, civil and process engineering, medicine, microbiology, ecology, agriculture, transport systems, aviation, and others, thus creating a unique forum for interdisciplinary or multidisciplinary dialogue.
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