Title :
Identification and self-tuning predictive control of heat exchanger
Author :
Bobal, V. ; Kubalcik, Marek ; Dostal, Petr
Author_Institution :
Centre of Polymer Syst., Tomas Bata Univ. in Zlin, Zlin, Czech Republic
Abstract :
Heat exchange belongs to the class of basic thermal processes which occur in a range of industrial technologies, particularly in the energetic, chemical, polymer and rubber industry. The process of heat exchange is often implemented by through-flow heat exchangers. It is apparent that for an exact theoretical description of dynamics of heat exchange processes it is necessary to use partial differential equations. Heat exchange is namely a process with distributed parameters. It is also necessary to take into account its nonlinear and stochastic character. In spite of these facts, most of thermal equipment is controlled by digital modifications of PID controllers at present. This paper deals with identification of a dynamic behavior of a through-flow heat exchanger and a design of an self-tuning predictive controller for its control. The designed controller was verified by a real-time control of experimental laboratory heat exchanger.
Keywords :
adaptive control; heat exchangers; nonlinear control systems; partial differential equations; self-adjusting systems; stochastic systems; three-term control; PID controller; digital modification; dynamic behavior identification; nonlinear character; partial differential equation; self-tuning predictive control; stochastic character; thermal equipment; thermal process; through-flow heat exchanger; Computational modeling; Heating; Laboratories; Mathematical model; Predictive control; Predictive models; CARIMA model; heat exchanger; model predictive control; self-tuning control; system identification;
Conference_Titel :
Process Control (PC), 2013 International Conference on
Conference_Location :
Strbske Pleso
Print_ISBN :
978-1-4799-0926-1
DOI :
10.1109/PC.2013.6581412