Abstract
This paper presents a vibration control method for the vibration suppression of a robotic arm. To understand the causes of the vibration in the six-axis manipulator and then eliminate the vibration through an effective control method, the vibration control structure can be divided into two parts. First, variational mode decomposition (VMD) and the Hilbert–Huang transform (HHT) algorithm are integrated to analyze the vibration signal and extract the vibration characteristics. Second, a smooth trajectory planning method is used to eliminate the residual vibration. Then, a feedback controller and iterative learning controller are used for controlling the vibration to stabilize the system while compensating for the torque of the elastic-joint model and repetitive errors caused by the vibration through the repeated operation of the arm. In addition, to improve the iterative learning control (ILC) performance, the integration of VMD and the HHT is used to distinguish useless information. The ILC is able to learn more quickly and compensate for the error caused by the vibration. The proposed VMD-HHT iterative learning control for the elastic joint (VH-ILC-EJ) method, along with a laboratory-developed six-axis degree-of-freedom (6-DOF) robotic arm, has been numerically and experimentally validated for vibration suppression.
Funder
Syntec Technology Co., Ltd
Subject
Fluid Flow and Transfer Processes,Computer Science Applications,Process Chemistry and Technology,General Engineering,Instrumentation,General Materials Science
Reference25 articles.
1. End-effector force estimation for flexible-joint robots with global friction approximation using neural networks;Liu;IEEE Trans. Ind. Informat.,2019
2. Modeling of torsional compliance and hysteresis behaviors in harmonic drive;Zhang;IEEE/ASME Trans. Mechatron.,2015
3. Modeling and control of elastic joint robots;Spong;J. Dyn. Syst. Meas. Control.,1987
4. Robustness analysis of nonlinear decoupling for elastic-joint robots;Grimmm;IEEE Trans. Robot. Automat.,1990
5. Buondonno, G., and Luca, A.D. (October, January 28). A recursive Newton-Euler algorithm for robots with elastic joints and its application to control. Proceedings of the IEEE International Conference on Intelligent Robots and Systems, Hamburg, Germany.
Cited by
2 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献