• DocumentCode
    677407
  • Title

    Distributed model predictive control with receding-horizon stability constraints

  • Author

    Tri Tran ; Quang, Nguyen Khanh

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Curtin Univ., Bentley, WA, Australia
  • fYear
    2013
  • fDate
    25-28 Nov. 2013
  • Firstpage
    85
  • Lastpage
    90
  • Abstract
    This paper presents a distributed model predictive control strategy for interconnected process systems employing predictive asymptotic constraints. The plant-wide control is facilitated by the constructive method of online stabilisations that is applicable to the model predictive controllers (MPC) as receding-horizon stability constraints. The plant-wide process is modeled as a large-scale system formed by the subsystems of different unit operations interconnected to each other. The stability condition for the interconnected system is derived from the asymptotically positive realness constraint (APRC), which is subsequently developed into a receding-horizon stability constraint for MPC. The receding-horizon stability constraint is derived from the APRC by predicting the state and control vectors toward to the end of the predictive horizon. The receding horizon stability constraint is less conservative than the previously developed constraint that applied APRC to the current time step vectors. Simulations are provided for the counter-current washing circuit to demonstrate the efficacy of the presented receding-horizon stability constraint.
  • Keywords
    distributed control; interconnected systems; predictive control; stability; vectors; APRC; MPC; asymptotically positive realness constraint; control vectors; counter-current washing circuit; current time step vectors; distributed model predictive control; interconnected process systems; large-scale system; online stabilisations; plant-wide control; predictive asymptotic constraints; predictive horizon; receding horizon stability constraint; receding-horizon stability constraints; state prediction; Asymptotic stability; Circuit stability; Integrated circuits; Nickel; Stability analysis; Symmetric matrices; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation and Information Sciences (ICCAIS), 2013 International Conference on
  • Conference_Location
    Nha Trang
  • Print_ISBN
    978-1-4799-0569-0
  • Type

    conf

  • DOI
    10.1109/ICCAIS.2013.6720535
  • Filename
    6720535