Title :
Using Iterative Learning Control methods for 2-D systems
Author :
Sarvestani, Zahra Maghsoodzade ; Argha, Ahmadreza ; Roopaei, Mehdi
Author_Institution :
Sama Tech. & Vocational Training Coll., Islamic Azad Univ., Shiraz, Iran
Abstract :
In this paper, we discuss the application of Iterative Learning Control (ILC) algorithm in two-dimensional problems. Especially, the Optimal ILC is considered. For this issue by using 1-D model of WAM (Wave Advanced Model), the 2-D model converts to 1-D model. To generate the control rule in every iteration, by using optimization methods, a cost function would be minimized to achieve the 1-D model of WAM, the convergence of this method also will be checked. Besides the application of Iterative methods in continuous 2-D differential equations and nonlinear 2-D systems is examined in the current article.
Keywords :
iterative methods; learning systems; multidimensional systems; nonlinear differential equations; optimal control; optimisation; 1D model; 2D differential equation; WAM; cost function; iterative learning control method; nonlinear 2D system; optimal ILC; optimization method; two-dimensional problem; wave advanced model; Iterative learning control; WAM model; optimal control; two-dimensional systems;
Conference_Titel :
Uncertainty Reasoning and Knowledge Engineering (URKE), 2011 International Conference on
Conference_Location :
Bali
Print_ISBN :
978-1-4244-9985-4
Electronic_ISBN :
978-1-4244-9984-7
DOI :
10.1109/URKE.2011.6007862