Title :
Optimal preview control for linear time-variant discrete systems
Author :
Liao, Fu-cheng ; Cui, Ya-hong ; Shen, Zheng-wei
Author_Institution :
Sch. of Appl. Sci., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
This paper studies the optimal preview control problem of the linear variant-coefficient discrete-time system for the first time. The error system method in preview control theory of constant coefficient systems is modified and expanded using the property of difference operator. Consequently, we construct an augmented error system for the linear variant-coefficient discrete system and solve the problem how to construct the preview control model for the linear variant-coefficient discrete-time system. The optimal control input of augmented error system is obtained by using the result of the optimal control theory. The controller with preview feedforward compensation is obtained, when we transfer our conclusion into the controller of the original system. Finally, the results of numerical simulation are given to illustrate the proposed theorems.
Keywords :
discrete time systems; optimal control; time-varying systems; augmented error system; constant coefficient systems; feedforward compensation; linear time-variant discrete systems; optimal control; Control systems; Control theory; Cybernetics; Error correction; Machine learning; Nonlinear systems; Numerical simulation; Optimal control; Performance analysis; Robust control; Optimal control; Preview control; Quadratic performance index; Variant discrete-time system;
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
DOI :
10.1109/ICMLC.2009.5212208