• DocumentCode
    232948
  • Title

    A new dual-mode NMPC scheme with terminal control laws of free-parameters

  • Author

    He Defeng ; Wang Lei ; Yu Shiming

  • Author_Institution
    Coll. of Inf. Eng., Zhejiang Univ. of Technol., Hangzhou, China
  • fYear
    2014
  • fDate
    28-30 July 2014
  • Firstpage
    7667
  • Lastpage
    7672
  • Abstract
    The paper presents a new dual-mode nonlinear model predictive control (NMPC) scheme for constrained continuous-time nonlinear systems. The tool of control Lyapunov functions of nonlinear systems is used to compute the terminal constrained regions and terminal control laws with free-parameters within the dual-mode NMPC framework. By offline selecting the parameters in the terminal control law increases the size of the terminal region. Moreover, in order to obtain the optimality of the terminal control law with respect to given cost functions, the parameters are optimized online. Then a vary time-horizon dual-mode NMPC algorithm is formulate for the constrained nonlinear system, whose recursively feasibility and closed-loop stability properties are also derived. Finally, an example of the spring-cart control system is used to demonstrate the effectiveness of the resulted obtained here, where the linearization LQR method to be exploited to compute the terminal region of the spring-cart control system is compared and studied.
  • Keywords
    Lyapunov methods; closed loop systems; continuous time systems; linear quadratic control; nonlinear control systems; predictive control; stability; Lyapunov functions; closed-loop stability property; constrained continuous-time nonlinear systems; constrained nonlinear system; cost functions; dual-mode NMPC scheme; linear quadratic regression method; linearization LQR method; nonlinear model predictive control; parameter selection; spring-cart control system; terminal control laws; Closed loop systems; Cost function; Nonlinear systems; Predictive control; Stability analysis; Model predictive control; control Lyapunov functions; dual-mode control; nonlinear systems; stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2014 33rd Chinese
  • Conference_Location
    Nanjing
  • Type

    conf

  • DOI
    10.1109/ChiCC.2014.6896278
  • Filename
    6896278