DocumentCode
700815
Title
Control period selection: Verification on coupled tanks
Author
Berec, Ludek ; Rojicek, Jiri
Author_Institution
Inst. of Inf. Theor. & Autom., Prague, Czech Republic
fYear
1997
fDate
1-7 July 1997
Firstpage
2288
Lastpage
2293
Abstract
Model structure identification of a particular `generalized´ ARX model form, leading to the systematic data-based procedure of control period selection, is performed, using the Bayesian identification paradigm. The usual high dimensionality of the task is counteracted by an efficient algorithm. The functionality of both the procedure and the algorithm is tested on real data generated by the physical system of coupled tanks. The results are verified by-proper control experiments.
Keywords
Bayes methods; autoregressive processes; optimal control; tanks (containers); Bayesian identification paradigm; control period selection; coupled tanks; generalized ARX model form; model structure identification; optimal control period; physical system; systematic data-based procedure; Computational modeling; Data models; Indexes; Optimal control; Periodic structures; Predictive models; ´generalized´ ARX model; Bayesian model structure identification; control period selection; coupled tanks physical system;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 1997 European
Conference_Location
Brussels
Print_ISBN
978-3-9524269-0-6
Type
conf
Filename
7082446
Link To Document