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
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;
Conference_Titel :
Systems and Control (ICSC), 2015 4th International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4673-7108-7
DOI :
10.1109/ICoSC.2015.7152784