Title :
An open-closed-loop PID-type iterative learning control algorithm for uncertain time-delay systems
Author :
Ji, Geng ; Luo, Qi
Author_Institution :
Coll. of Sci., Wuhan Univ. of Sci. & Technol., China
Abstract :
In this paper an open-closed-loop PID-type learning algorithm is studied for iterative learning control of uncertain time-delay systems. With respect to the existence of asymptotically repetitive initial condition, the sufficient conditions are given, which guarantee the convergence of the learning control. The limit output trajectories generated by the action of the learning control are presented. With regard to the existence of bounded and expectedly repetitive initial condition, the convergence and robustness of the learning algorithm are discussed. Finally, a numerical simulation is given to show the algorithm´s efficiency.
Keywords :
closed loop systems; convergence of numerical methods; delay systems; iterative methods; learning systems; open loop systems; three-term control; uncertain systems; initial condition problem; iterative learning control algorithm; open-closed-loop PID-type learning algorithm; uncertain time-delay system; Control systems; Convergence; Delay effects; Educational institutions; Iterative algorithms; Numerical simulation; Open loop systems; Robust stability; Robustness; Sufficient conditions; Initial condition problem; iterative learning control; open-closed-loop algorithm; simulation; time-delay systems;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527117