• 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