• DocumentCode
    580039
  • Title

    Liquid level control of nonlinear Coupled Tanks System using linear model predictive control

  • Author

    Khalid, Muhammad Usman ; Kadri, Muhammad Bilal

  • Author_Institution
    Pakistan Navy Eng. Coll., Nat. Univ. of Sci. & Technol., Karachi, Pakistan
  • fYear
    2012
  • fDate
    8-9 Oct. 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper investigates the usage of Discrete-time Linear Model Predictive Control in controlling a nonlinear Coupled Tanks System. Two different schemes of Model Predictive control are employed. To begin with, a basic Model Predictive Control based on Generalized Predictive Control is used and then a Model Predictive Control approach based on Laguerre functions. Simulation results have been included which demonstrate the performance of both controllers when used to control Single-Input Single-Output Coupled Tanks System and the performance when Laguerre based Model Predictive Control is applied to Multi-Input Multi-Output Coupled Tanks System.
  • Keywords
    MIMO systems; discrete time systems; level control; linear systems; nonlinear control systems; predictive control; stochastic processes; tanks (containers); Laguerre based model predictive control; Laguerre functions; controller performance; discrete-time linear model predictive control; generalized predictive control; liquid level control; multiinput multioutput coupled tanks system; nonlinear coupled tanks system; single-input single-output coupled tanks system; Liquids; MIMO; Magnetic materials; Photonic crystals; Predictive control; Simulation; Vectors; Generalized Predictive Control; Laguerre functions; Model Predictive Control; Nonlinear Coupled Tanks System;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Technologies (ICET), 2012 International Conference on
  • Conference_Location
    Islamabad
  • Print_ISBN
    978-1-4673-4452-4
  • Type

    conf

  • DOI
    10.1109/ICET.2012.6375434
  • Filename
    6375434