Dynamic Modeling and Digital Twin of a Harmonic Drive Based Collaborative Robot Joint

被引:7
作者
Yang, Xingyu [1 ]
Qiang, Dong [2 ]
Chen, Zixuan [2 ]
Wang, Hao [1 ]
Zhou, Zhengxue [1 ]
Zhang, Xuping [1 ]
机构
[1] Aarhus Univ, Dept Mech & Prod Engn, Aarhus, Denmark
[2] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R China
来源
2022 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2022) | 2022年
关键词
Collaborative Robot Joint; Dynamic Modeling; Harmonic Drive; Parameter Identification; Digital Twin; MANIPULATOR;
D O I
10.1109/ICRA46639.2022.9812458
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Collaborative robots are gradually taking over the leading position in automating the production and manufacturing of the SMEs, where the human-robot collaboration is highly emphasized. Therefore, estimating the force and simulating the performance of robots are of great importance. As a newly introduced technology, digital twin, has gained more attentions for simulation, process evaluation, real-time monitoring, etc. However, the current state-of-the-art of digital twin for robots still remains on the kinematic level, and the integrated robot system dynamics is too complex to be incorporated into the digital twin. Therefore, this research starts with the perspective of harmonic drive based robot joint, and proposes a dynamic model of robot joint by analyzing the composition, transmission principle, and internal interactions. Then the experimental parameter identification is performed to obtain the inherent parameters, which can reflect the system performance characteristics. Finally, a preliminary digital twin of robot joint integrated with dynamic model is established with Gazebo and MATLAB. The proposed approach could be used to simulate the dynamic behavior of robot joint in real time and make contributions to the state of the art for digital twin.
引用
收藏
页码:4862 / 4868
页数:7
相关论文
共 29 条
[1]   Safety assurance mechanisms of collaborative robotic systems in manufacturing [J].
Bi, Z. M. ;
Luo, Chaomin ;
Miao, Zhonghua ;
Zhang, Bing ;
Zhang, W. J. ;
Wang, Lihui .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2021, 67
[2]   Digital twin driven human-robot collaborative assembly [J].
Bilberg, Arne ;
Malik, Ali Ahmad .
CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2019, 68 (01) :499-502
[3]   The parametric design of double-circular-arc tooth profile and its influence on the functional backlash of harmonic drive [J].
Chen, Xiaoxia ;
Liu, Yusheng ;
Xing, Jingzhong ;
Lin, Shuzhong ;
Xu, Wei .
MECHANISM AND MACHINE THEORY, 2014, 73 :1-24
[4]  
Dhaouadi R., 2008, International Journal of Modelling and Simulation, V28, P329, DOI 10.2316/Journal.205.2008.3.205-4785
[5]   Force-free control for the flexible-joint robot in human-robot interaction [J].
Dong, Kangkang ;
Liu, Houde ;
Zhu, Xiaojun ;
Wang, Xueqian ;
Xu, Feng ;
Liang, Bin .
COMPUTERS & ELECTRICAL ENGINEERING, 2019, 73 :9-22
[6]  
Galin RR, 2020, STUD SYST DECIS CONT, V272, P55, DOI 10.1007/978-3-030-37841-7_5
[7]   On the kinematic error in harmonic drive gears [J].
Ghorbel, FH ;
Gandhi, PS ;
Alpeter, F .
JOURNAL OF MECHANICAL DESIGN, 2001, 123 (01) :90-97
[8]  
Gualtieri L., 2020, IND 40 SMES CHALLENG, P105, DOI [10.1007/978-3-030-25425-4_4, DOI 10.1007/978-3-030-25425-4_4]
[9]   An experimental study of nonlinear stiffness, hysteresis, and friction effects in robot joints with harmonic drives and torque sensors [J].
Kircanski, NM ;
Goldenberg, AA .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1997, 16 (02) :214-239
[10]   Nonlinear modeling and vibration analysis of a two-link flexible manipulator coupled with harmonically driven flexible joints [J].
Kumar, Pravesh ;
Pratiher, Barun .
MECHANISM AND MACHINE THEORY, 2019, 131 (278-299) :278-299