DocumentCode
720636
Title
LS/IV parametric identification for continuous and delay chemical reactor
Author
Ben Mohamed, Sameh ; Boussaid, Boumedyen ; Abdelkrim, Naceur ; Tahri, Charfeddine
Author_Institution
Electr. Eng. & Autom. Control Dept., Univ. of Gabes, Zrig, Tunisia
fYear
2015
fDate
28-30 April 2015
Firstpage
79
Lastpage
84
Abstract
Because of the dependence of the parameters in the chemical reactor industries to the raw material used in processes, an online identification of the process parameters is necessary to adjust the process control loops. This paper deals with continuous time and delay system identification of the chemical reactor. The identification of linear and single input-single output (SISO) system is based on the least square (LS) method, in which the output is corrupted by a non Gaussian white noise sequence. The least square method is perhaps the most commonly used parametric identification method, but it is biased even for a white measurement noise. To remove this bias we use the instrumental variable (IV) method. Results obtained indicate that the proposed algorithm provides more accurate estimated parameters.
Keywords
chemical engineering; chemical reactors; least squares approximations; parameter estimation; LS-IV parametric identification; SISO system; chemical reactor industries; continuous delay chemical reactor; instrumental variable method; least square method; linear system; online process parameter identification; single input-single output system; Chemical reactors; Chemicals; Delays; Estimation; Inductors; Instruments; Mathematical model; Chemical reactor; identification; instrumental variable; least square; sampled data;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems and Control (ICSC), 2015 4th International Conference on
Conference_Location
Sousse
Print_ISBN
978-1-4673-7108-7
Type
conf
DOI
10.1109/ICoSC.2015.7152784
Filename
7152784
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