Title :
An improved generalized predictive control algorithm applied in long time-delay system
Author :
Shijun, Tian ; Wenzhan, Dai ; Aiping, Yang
Author_Institution :
Inst. of Autom., Zhejiang Sci-Tech Univ., Hangzhou, China
Abstract :
For the problem of large overshoot and long accommodation time in the control process of long time-delay system, this paper proposed an improved generalized predictive control algorithm with a simple PI structure. By introducing the simple PI structure into the cost function the overshoot is restrained effectively. By analysing the mechanism of restraining the overshoot the principle of choosing the proportional part in the cost function has been researched when the system has long time-delay. Compared with the existing algorithm with PID structure or with PI structure the new algorithm has little compute work. Not at all, the calculation of inverse matrix is not necessary by softening the system input Δu(k+j),so the calculating work is further reduced. Simulating research show that this improved generalized predictive control algorithm is effective.
Keywords :
PI control; delays; matrix algebra; predictive control; three-term control; PI structure; PID structure; control process; cost function; improved generalized predictive control algorithm; inverse matrix calculation; large overshoot accommodation time; long time-delay system; proportional part; Algorithm design and analysis; Automation; Cost function; Educational institutions; Finance; Prediction algorithms; Predictive control; Proportional-Integra; generalized predictive control; long time-delay; restraining overshoot;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244350