Adaptive fractional-order control of electrical flexible-joint robots: Theory and experiment

被引:28
作者
Izadbakhsh, Alireza [1 ]
Kheirkhahan, Payam [1 ]
机构
[1] Islamic Azad Univ, Garmsar Branch, Dept Elect Engn, Garmsar 3581631167, Iran
关键词
Actuator saturation; function approximation technique; flexible-joint robots; fractional-order control; OUTPUT-FEEDBACK CONTROL; LYAPUNOV FUNCTIONS; CONTROL DESIGN; DRIVEN ROBOTS; SLIDING MODE; MANIPULATORS; CONVERGENCE; STABILITY; SYSTEMS;
D O I
10.1177/0959651818815384
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Real-time fractional-order control of electrically driven flexible-joint robots has been addressed in this article. An important contribution of this article is that the control law is designed based on the Fourier series that eliminates the need for computation of regressor matrix. Moreover, the nonlinear effects of actuator saturation are considered in the control law. The lumped uncertainty can be approximated using Fourier series with unknown coefficients. Then, the unknown coefficients are estimated using the adaptation law obtained in the stability analysis. The overall closed-loop system is proven to be robust and bounded-input bounded-output stable. In addition, it has been shown that the joint-position errors are uniformly bounded based on Lyapunov's stability concept. The satisfactory performance of the proposed control scheme is verified by experimental results. To highlight the superiority of the proposed method, experimental results of two voltage-based controllers are also presented.
引用
收藏
页码:1136 / 1145
页数:10
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