A Dual-Loop Compensation Control Method to Improve Machining Accuracy for Robots with Secondary Encoders

被引:0
作者
Peng, Wenxin [1 ,2 ]
Wu, Yuqiang [1 ,4 ]
Li, Changyou [2 ,3 ]
Hou, Che [1 ,4 ]
Chen, Wenjie [1 ,4 ]
机构
[1] Midea Grp, State Key Lab High End Heavy Load Robots, Foshan 528300, Peoples R China
[2] Northeastern Univ, Sch Mech Engn & Automat, Shenyang 110819, Peoples R China
[3] Northeastern Univ, Foshan Grad Innovat Sch, Foshan 528312, Peoples R China
[4] Midea Corp Res Ctr, Foshan 528311, Peoples R China
来源
INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2024, PT VII | 2025年 / 15207卷
基金
国家重点研发计划;
关键词
Robot machining; Position tracking accuracy; Secondary encoder; Dual-loop compensation;
D O I
10.1007/978-981-96-0780-8_29
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Large position tracking errors and vibrations are commonly seen in robot machining due to the robot's joint compliance. This paper proposes a dual-loop compensation control method to address this issue for robots with both motor and link side encoders. By taking advantage of link side encoders, the natural frequency and damping ratio of original robot dynamics are reshaped by a velocity compensation controller design to suppress vibrations. Meanwhile, link side position tracking error and velocity are employed to compute position compensation value to further improve robot machining accuracy. The effectiveness of this method was verified through single-joint simulation experiments. With large and noisy torques acting on the joint during robot machining, the simulated results showed that compared to full closed-loop P-PI control and ordinary damping control, the proposed method can significantly reduce the maximum position tracking error by up to 88.96% and 66.28% respectively with a shorter settling time.
引用
收藏
页码:405 / 417
页数:13
相关论文
共 13 条
[1]   Robust Model Predictive Tracking Control for Robot Manipulators With Disturbances [J].
Dai, Li ;
Yu, Yuantao ;
Zhai, Di-Hua ;
Huang, Teng ;
Xia, Yuanqing .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (05) :4288-4297
[2]   A Method to Identify the Nonlinear Stiffness Characteristics of an Elastic Continuum Mechanism [J].
Deutschmann B. ;
Liu T. ;
Dietrich A. ;
Ott C. ;
Lee D. .
Deutschmann, Bastian (bastian.deutschmann@dlr.de), 2018, Institute of Electrical and Electronics Engineers Inc., United States (03) :1450-1457
[3]   High-Accuracy Robotic Drilling/Milling of 737 Inboard Flaps [J].
Devlieg, Russell .
SAE INTERNATIONAL JOURNAL OF AEROSPACE, 2011, 4 (02) :1373-1379
[4]   Self-Excited Limit Cycles in an Integral-Controlled System With Backlash [J].
Esbrook, Alex ;
Tan, Xiaobo ;
Khalil, Hassan K. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (04) :1020-1025
[5]  
Magrini E, 2014, IEEE INT C INT ROBOT, P2126, DOI 10.1109/IROS.2014.6942848
[6]   Robust design of independent joint control of industrial robots with secondary encoders [J].
Mesmer, Patrick ;
Neubauer, Michael ;
Lechler, Armin ;
Verl, Alexander .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2022, 73
[7]   Drive-Based Vibration Damping Control for Robot Machining [J].
Mesmer, Patrick ;
Neubauer, Michael ;
Lechler, Armin ;
Verl, Alexander .
IEEE ROBOTICS AND AUTOMATION LETTERS, 2020, 5 (02) :564-571
[8]   A new control principle to increase the bandwidth of feed drives with large inertia ratio [J].
Sun, Zheng ;
Zahn, Peter ;
Verl, Alexander ;
Lechler, Armin .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 91 (5-8) :1747-1752
[9]   Precise positioning control with double feedback loop for ultralarge scale integrated manufacturing machine [J].
Takahashi, Y ;
Takahashi, H .
REVIEW OF SCIENTIFIC INSTRUMENTS, 2002, 73 (07) :2791-2796
[10]  
Tsai J., 2013, uS Patent, Patent No. [8,473,103, 8473103]