DocumentCode
717288
Title
Predictive control of processes with fast dynamics
Author
Barot, Tomas ; Kubalcik, Marek
Author_Institution
Dept. of Process Control, Tomas Bata Univ. in Zlin, Zlin, Czech Republic
fYear
2015
fDate
27-30 May 2015
Firstpage
33
Lastpage
36
Abstract
The predictive control is a modern approach, which can be used for many kinds of processes in the engineering practice. Also processes with fast dynamics can be controlled by the principle of the predictive control. However, there is a problem to realize a control algorithm in a short sampling period in case of the higher horizons and many constraints. Then the optimization task is not feasible using the traditional approach. In this paper, the modification of the controller and optimizer is presented. The proposed approach is based on using of the information from the control and optimization, which is not generally used. The aim is to reduce the computational complexity for this specific case of predictive control. The modified approach is discussed and verified by simulation.
Keywords
computational complexity; optimisation; predictive control; process control; computational complexity; engineering practice; optimization task; predictive process control; Computational modeling; MATLAB; Mathematical model; Computational complexity; Constraints; Horizons; Optimization; Predictive control; Processes with fast dynamics;
fLanguage
English
Publisher
ieee
Conference_Titel
Carpathian Control Conference (ICCC), 2015 16th International
Conference_Location
Szilvasvarad
Print_ISBN
978-1-4799-7369-9
Type
conf
DOI
10.1109/CarpathianCC.2015.7145040
Filename
7145040
Link To Document