DocumentCode
606987
Title
A simulation study of Model Reference Adaptive Control on temperature control of glycerin bleaching process
Author
Jalil, M.H.A. ; Yusuf, Z. ; Nordin, N.N. ; Kasuan, N. ; Taib, M.N. ; Rahiman, M.H.F.
Author_Institution
Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
fYear
2013
fDate
8-10 March 2013
Firstpage
241
Lastpage
246
Abstract
Temperature plays a major role in determining the effectiveness of bleaching process. Poor temperature control will degrade the end product quality and this problem can be overcome by engaging a robust temperature control. However, since the nature of bleaching process possess large time delay and unknown dynamic variations or uncertainties, it is inherently difficult to design a good temperature controller and simultaneously maintain the desired transient performance aspect. This paper presents the preliminary study of Model Reference Adaptive Control (MRAC) implementation in temperature control of glycerin bleaching process. Open loop step test data is used to construct the Auto-Regressive with Exogenous Input (ARX) corresponding model. The MRAC approach based on Lyapunov rule was tested and analyzed. Simulation results show that, through proper selection of adaptation gain, MRAC is capable to provide excellent temperature regulating performance and also proficient in sustaining the excellent performance under set point change.
Keywords
Lyapunov methods; autoregressive processes; bleaching (materials processing); model reference adaptive control systems; robust control; simulation; temperature control; ARX; Lyapunov rule; MRAC; auto-regressive with exogenous input; glycerin bleaching process; model reference adaptive control; robust temperature control; simulation; Adaptation models; Adaptive control; Bleaching; Heating; Mathematical model; Process control; Auto-Regressive with Exogenous Input (ARX); Glycerin Bleaching Process; Mean Square Error (MSE); Model Reference Adaptive Control (MRAC); Root Mean Square Error (RMSE);
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and its Applications (CSPA), 2013 IEEE 9th International Colloquium on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4673-5608-4
Type
conf
DOI
10.1109/CSPA.2013.6530049
Filename
6530049
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