Title :
Applications of wavelet to constrained generalized predictive control
Author :
Li, Shaoyuan ; Xi, Yugeng
Author_Institution :
Inst. of Autom., Shanghai Jiaotong Univ., China
Abstract :
A generalized predictive control (GPC) algorithm with constraint-handling properties is proposed, which retains computational simplicity. The constraint-handling is achieved by formulating an infinite-horizon receding problem. Online computational requirements for multi-time scale systems are reduced substantially by wavelets. We show that the blocking and condensation technology is conveniently applied after expressing the GPC and constraint equation in terms of wavelet bases
Keywords :
closed loop systems; matrix algebra; predictive control; process control; wavelet transforms; blocking; computational simplicity; condensation technology; constrained generalized predictive control; constraint-handling properties; infinite-horizon receding problem; multi-time scale systems; wavelet bases; Automation; Constraint optimization; Control systems; Electrical equipment industry; Equations; Industrial control; Prediction algorithms; Predictive control; Predictive models; Process control;
Conference_Titel :
Intelligent Control, 2000. Proceedings of the 2000 IEEE International Symposium on
Conference_Location :
Rio Patras
Print_ISBN :
0-7803-6491-0
DOI :
10.1109/ISIC.2000.882932
