DocumentCode
1889977
Title
Comparison of LQR and PID controller tuning using PSO for Coupled Tank System
Author
Selamat, N.A. ; Daud, F.S. ; Jaafar, H.I. ; Shamsudin, N.H.
Author_Institution
Fac. of Electr. Eng., Univ. Teknikal Malaysia Melaka (UTeM), Malaysia
fYear
2015
fDate
6-8 March 2015
Firstpage
46
Lastpage
51
Abstract
Coupled Tank System is one of the widely used applications in industries. Like other process control, it require suitable controller to obtain the good system performances. Hence, this paper presents the study of Coupled Tank System using LQR and PID controller. Both controller parameters are tuned using Single-Objective Particle Swarm Optimization (PSO). The performance of the system is compared based on the transient response in term of of Rise Time (Tr), Settling Time (Ts), Steady State Error (ess) and Overshoot (OS). Simulation is conducted within MATLAB environment to verify the performances of the system. The result shows that both controller can be tuned using PSO, while LQR controller give slightly better results compared to PID controller.
Keywords
level control; linear quadratic control; particle swarm optimisation; process control; tanks (containers); three-term control; transient response; LQR controller; Matlab environment; PID controller parameter tuning; PSO; coupled-tank system; overshoot; process control; rise time; settling time; single-objective particle swarm optimization; steady state error; system performance; transient response; Industries; Liquids; Mathematical model; Optimization; PD control; System performance; Tuning; Coupled Tank System (CTS); LQR Control; PID Control; PSO; Single-Objective;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing & Its Applications (CSPA), 2015 IEEE 11th International Colloquium on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4799-8248-6
Type
conf
DOI
10.1109/CSPA.2015.7225616
Filename
7225616
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