Title :
Effect of constrained in model predictive controller for SISO SMISD plant
Author :
Marzaki, Mohd Hezri ; Jalil, Mohd Hafiz A. ; Tajjudin, Mazidah ; Rahiman, Mohd Hezri Fazalul ; Adnan, Ramli
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
Abstract :
This paper focus on performance analysis of Model Predictive Controller (MPC) due to the presence of constraint in its algorithm. The controllers are tested in Small-Medium Industry Steam Distillation Plant (SMISD) for regulating the steam temperature at the desired level. The performance of the controller are evaluated based on percentage overshoot, settling time and rise time. The simulation and real-time outcome indicated that Constrained MPC produced better transient response as compared to Unconstrained MPC.
Keywords :
distillation; industrial plants; predictive control; temperature control; transient response; SISO SMISD Plant; constrained MPC; model predictive controller; percentage overshoot; rise time; settling time; small-medium industry steam distillation plant; steam temperature controller; steam temperature regulation; transient response; unconstrained MPC; Computational modeling; Conferences; Mathematical model; Prediction algorithms; Predictive models; Process control; Real-time systems; MPC; Real-Time; Simulation; Steam Distillation;
Conference_Titel :
Systems, Process and Control (ICSPC), 2014 IEEE Conference on
Print_ISBN :
978-1-4799-6105-4
DOI :
10.1109/SPC.2014.7086252
