Title :
Robust nonlinear predictive control with modeling uncertainties and unknown disturbance for single-link flexible joint robot
Author :
Merabet, Adel ; Gu, Jason
Author_Institution :
Dept. of Electr.&Comput. Eng., Dalhousie Univ., Halifax, NS
Abstract :
A robust nonlinear predictive controller for single-link flexible joint robot is presented in this paper. The objective is to track some predefined profiles for angular displacement of the link. The prediction model, used in the controller design, is carried out via Taylor series expansion. The uncertainties and error modeling of the system are taken into account by this controller. In order to deal with them, a disturbance observer is designed from the predictive control law. Simulation results show the high performance of the proposed control scheme.
Keywords :
control system synthesis; flexible manipulators; nonlinear control systems; observers; predictive control; robust control; series (mathematics); uncertain systems; Taylor series expansion; angular displacement; controller design; modeling uncertainties; robust nonlinear predictive control; single-link flexible joint robot; unknown disturbance; Error correction; Intelligent robots; Mathematical model; Nonlinear dynamical systems; Optimal control; Predictive control; Predictive models; Robotics and automation; Robust control; Uncertainty; Flexible joint robot; predictive control;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593144