Title :
A discrete model reference adaptive control for temperature tracking in steam distillation process
Author :
Kasuan, Nurhani ; Jalil, Mohd Hafiz A. ; Rahiman, Mohd Hezri Fazalul ; Taib, Mohd Nasir
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
Abstract :
This paper demonstrates the performance of Model Reference Adaptive Controller (MRAC) using Lyapunov and MIT schemes applied in steam distillation process in real-time and simulated conditions. The integral limits in MRAC were varied during the experiment. Simulated results shows that low SSE and RMSE were obtained when adaptation gain and integral limit were set to 0.003 and +0.01 respectively. However, in real time control, low SSE and RMSE were obtained when the integral limit was eliminated in MRAC Lyapunov and MRAC MIT control structure.
Keywords :
Lyapunov methods; adaptive control; distillation; mean square error methods; MRAC Lyapunov control structure; MRAC MIT control structure; discrete model reference adaptive control; low RMSE; low SSE; steam distillation process; temperature tracking; Accuracy; Adaptation models; Heating; Process control; Real-time systems; Temperature; MRAC; integral limit; steam distillation; steam temperature;
Conference_Titel :
Signal Processing & Its Applications (CSPA), 2015 IEEE 11th International Colloquium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4799-8248-6
DOI :
10.1109/CSPA.2015.7225608