DocumentCode
3536537
Title
Study on the identification of a system with distributed parameters represented by a heat exchanger using open-loop recursive techniques
Author
Medianu, Silviu ; Stefanoiu, Dan
Author_Institution
Automatics & Comput. Sci. Fac., Univ. “Politeh.” Bucharest, Bucharest, Romania
fYear
2013
fDate
26-27 Aug. 2013
Firstpage
26
Lastpage
31
Abstract
The modeling, identification and control of distributed parameters systems, represent one of the important directions of theoretical and practical research, due to the large class of applications in which they can be involved[3-14, 33-37]. This paper proposes, an identification solution for a system with distributed parameters, represented by a heat exchanger with encasing, using open-loop identification techniques, based on whitening of the prediction error: Recursive Least Square(RLS), Extended Least Square (ELS), Recursive Maximum Likelihood (RML) and Generalized Least Square (GLS)[1,15,16,17,18]. By the discretization of the analytical model of the plant, the open-loop identification techniques, are tested for all the possible amplification gains and an optimal model with minimal order is chosen in order to chose a simple control solution.
Keywords
heat exchangers; identification; modelling; open loop systems; ELS; GLS; RLS; RML; distributed parameters system control; distributed parameters system identification; distributed parameters system modeling; extended least square; generalized least square; heat exchanger; identification solution; open-loop identification techniques; open-loop recursive techniques; recursive least square; recursive maximum likelihood; Adaptation models; Analytical models; Computational modeling; Estimation; Heating; Indexes; Predictive models;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems and Computer Science (ICSCS), 2013 2nd International Conference on
Conference_Location
Villeneuve d´Ascq
Print_ISBN
978-1-4799-2020-4
Type
conf
DOI
10.1109/IcConSCS.2013.6632018
Filename
6632018
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