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
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;
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.2015.7225616