Torque Estimation for Robotic Joint with Harmonic Drive Transmission Based on System Dynamic Characteristics

被引:3
|
作者
Zhu, Minghong [1 ]
Xiao, Shu [2 ]
Yu, Fei [3 ]
机构
[1] Ningbo Univ, Fac Elect Engn & Comp Sci, Ningbo 315211, Peoples R China
[2] Harbin Engn Univ, Coll Intelligent Syst Sci & Engn, Harbin 150001, Peoples R China
[3] Harbin Engn Univ, Coll Math Sci, Harbin 150001, Peoples R China
基金
中国国家自然科学基金;
关键词
harmonic drive; torque estimation; compliance model; unscented Kalman filter (UKF); HYSTERESIS; FILTER;
D O I
10.23919/JSEE.2022.000151
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the applications of joint control and robot movement, the joint torque estimation has been treated as an effective technique and widely used. Researches are made to analyze the kinematic and compliance model of the robot joint with harmonic drive to acquire high precision torque output. Through analyzing the structures of the harmonic drive and experiment apparatus, a scheme of the proposed joint torque estimation method based on both the dynamic characteristics and unscented Kalman filter (UKF) is designed and built. Based on research and scheme, torque estimation methods in view of only harmonic drive compliance model and compliance model with the Kalman filter are simulated as guidance and reference to promote the research on the torque estimation technique. Finally, a promoted torque estimation method depending on both harmonic drive compliance model and UKF is designed, and simulation results compared with the measurements of a commercial torque sensor, have verified the effectiveness of the proposed method.
引用
收藏
页码:1320 / 1331
页数:12
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