DocumentCode
300845
Title
Empirical modeling of a heat transfer process using local models and interpolation
Author
Johansen, Tor A. ; Foss, Bjarne A.
Author_Institution
SINTEF, Trondheim, Norway
Volume
5
fYear
1995
fDate
21-23 Jun 1995
Firstpage
3654
Abstract
Identification and control experiments were performed on a laboratory scale heat transfer process. A NARX model based on a combination of several local ARX models is identified. This model is compared to a simple ARX model and a non-linear mechanistic model, both for prediction and model predictive control
Keywords
autoregressive processes; heat transfer; identification; interpolation; laboratory techniques; prediction theory; predictive control; time series; NARX model; control experiments; empirical modeling; heat transfer process; identification; interpolation; local ARX models; local models; model predictive control; nonlinear mechanistic model; prediction; Automatic control; Cybernetics; Heat engines; Heat transfer; Interpolation; Predictive models; Resistors; Temperature control; Temperature measurement; Valves;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, Proceedings of the 1995
Conference_Location
Seattle, WA
Print_ISBN
0-7803-2445-5
Type
conf
DOI
10.1109/ACC.1995.533819
Filename
533819
Link To Document