• DocumentCode
    1773470
  • Title

    Real-time implementation of model predictive control for flow control application

  • Author

    Rosli, Nurfatihah Syalwiah ; Ibrahim, Roliana

  • Author_Institution
    Electr. & Electron. Eng. Dept., Univ. Teknol. PETRONAS, Tronoh, Malaysia
  • fYear
    2014
  • fDate
    3-5 June 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper presents real-time implementation of model predictive control (MPC) of flow process application. The poor performance of classical approach occur when the control system does not provide optimal control process behavior in presence of non-linearities. Therefore MPC is highlighted as advanced process control for dynamic model system. A control algorithm is focused on developing MPC using MATLAB/Simulink Toolboxes. The algorithm is applied to a pilot plant to see the performance of the controller which the plant is interfaced to MATLAB/Simulink environment via DAQ data acquisition card. The performance of MPC is compared with classical PID controller based on step response and their robustness in presence of disturbance.
  • Keywords
    data acquisition; flow control; predictive control; process control; DAQ data acquisition card; MATLAB/Simulink Toolboxes; MPC; control algorithm; dynamic model system; flow control; process control; real-time model predictive control; Control systems; Data acquisition; Mathematical model; Predictive control; Real-time systems; Software packages; Data Acquisition Toolbox; Model Predictive Control; PID Controller; flow control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent and Advanced Systems (ICIAS), 2014 5th International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4799-4654-9
  • Type

    conf

  • DOI
    10.1109/ICIAS.2014.6869481
  • Filename
    6869481