Title :
A Fast Generalized Predictive Control Algorithm Based on Toeplitz Matrix
Author :
Chen Zaiping ; Yu Lan ; Dong Enzeng
Author_Institution :
Tianjin Key Lab. for Control Theor. & Applic. in Complicated Syst. Sch. of Electr. Eng., Tianjin Univ. of Technol., Tianjin, China
Abstract :
In order to reduce the computational a novel approach is proposed in which the generalized predictive control (GPC) algorithm is improved based on toeplitz matrix in this paper. The control algorithm proposed is simplified by reconstructing the performance index. This approach has good adaptive ability and robustness with low-cost computation. The effectiveness and rapidity of this algorithm is demonstrated by the simulation results.
Keywords :
Toeplitz matrices; performance index; predictive control; GPC algorithm; generalized predictive control; performance index; toeplitz matrix; Computational modeling; Equations; Mathematical model; Prediction algorithms; Predictive control; Predictive models; Simulation;
Conference_Titel :
Computational Intelligence and Software Engineering (CiSE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5391-7
Electronic_ISBN :
978-1-4244-5392-4
DOI :
10.1109/CISE.2010.5676769
