Title :
Application of generalised predictive control to a temperature control process
Author :
Yusof, Rubiyah ; Omatu, Shigeru
Author_Institution :
Dept. of Inf. Sci. & Intelligent Syst., Tokushima Univ., Japan
fDate :
28 Oct-1 Nov 1991
Abstract :
The authors describe the application of the generalized predictive control (GPC) algorithm to control the temperature of a microcomputer-controlled water bath system. They highlight the ability of the algorithm to cope with the variation of the process dead time through some simulations and experimental results. They also investigate the effect of changing the design parameters of GPC for this system. Verification of the effectiveness of the algorithm is concluded through comparisons made with a self-tuning controller proposed by D.W. Clarke and P.J. Gawthrop (1975, 1979). The present investigation of the capability of the GPC to control the temperature of the water bath proves that the GPC algorithm can produce a good closed-loop response for this process and is also robust enough for processes with variable time delay. It is also shown that the design parameters of GPC are very flexible and easy to choose because they are integers
Keywords :
microcomputer applications; predictive control; temperature control; closed-loop response; generalised predictive control; microcomputer-controlled water bath system; process dead time; self-tuning controller; temperature control; Adaptive control; Algorithm design and analysis; Control systems; Industrial control; Open loop systems; Predictive control; Process control; Programmable control; Robust control; Temperature control;
Conference_Titel :
Industrial Electronics, Control and Instrumentation, 1991. Proceedings. IECON '91., 1991 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-87942-688-8
DOI :
10.1109/IECON.1991.239046