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
Link To Document :
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