Title :
An improved generalized predictive control algorithm for multivariable system
Author :
Shijun, Tian ; Wenzhan, Dai ; Aiping, Yang
Author_Institution :
Inst. of Autom., Zhejiang Sci-Tech Univ., Hangzhou, China
Abstract :
In this paper an improved generalized predictive control algorithm for multivariable is proposed for restraining overshoot. By designing independent cost function for every system input the compute work is reduced largely. In order to restrain overshoot the single step predictive output deference has been introduced into every cost function. By softening the system input the calculating of inverse matrix is avoided. The problem of long accommodation time and large overshoot has also been resolved using this algorithm. Effectiveness of this algorithm has been proved by simulation research.
Keywords :
matrix inversion; multivariable control systems; predictive control; accommodation time; improved generalized predictive control algorithm; independent cost function designing; inverse matrix; multivariable system; overshoot restraining; simulation research; single step predictive output deference; Algorithm design and analysis; Automation; Cost function; Educational institutions; MIMO; Prediction algorithms; Predictive control; GPC; multivariable system; restrain overshoot; single step predictive output deference;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244349