Title :
Fast generalized predictive control algorithm of multivariable system based on decoupling
Author :
Qinglin, Sun ; Zenghui, Wang ; Zengqiang, Chen ; Zhuzhi, Yuan
Author_Institution :
Dept. of Autom., Nankai Univ., Tianjin, China
Abstract :
This paper analyzes system´s model and gives a kind of model which can be feedforward decoupled. First, get the parameters by on-line identification to proximately describe the real system. Then, the model is feedforward decoupled. Finally, using the fast algorithm, the control result is calculated. This fast algorithm not needs to compute the Diophantine equation and inverted matrices on line. The paper also present a method to reduce interaction, the simulation results show its efficiency.
Keywords :
feedforward; identification; multivariable control systems; predictive control; real-time systems; fast generalized predictive control algorithm; feedforward decoupling; interaction reduction; multivariable system; online identification; real system model; Automation; Computational modeling; Equations; MIMO; Prediction algorithms; Predictive control; Sun;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1340660