• DocumentCode
    1390065
  • Title

    Decentralized Fuzzy Control of Nonlinear Interconnected Dynamic Delay Systems via Mixed H_2/!H_\\infty Optimization With Smith Predictor

  • Author

    Hwang, Chih-Lyang

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
  • Volume
    19
  • Issue
    2
  • fYear
    2011
  • fDate
    4/1/2011 12:00:00 AM
  • Firstpage
    276
  • Lastpage
    290
  • Abstract
    Each subsystem of a nonlinear interconnected dynamic delayed system is approximated by a weighted combination of L transfer function delayed systems (TFDSs). The H2-norm of the difference between the transfer function of a reference model and the closed-loop transfer function of the kth TFDS of subsystem i is then minimized to obtain a suitable frequency response without incurring oscillating and sluggish phenomena. Because of the existence of the disturbance at the output of the kth TFDS, which is not only large but also contains various frequency components, the H-norm of the weighted sensitivity function between the output disturbance and its corresponding output of the kth TFDS is simultaneously minimized to reduce its effect. Furthermore, with proper selection of weighted sensitivity functions, certain specific modes of the output disturbance can be eliminated. Finally, two simulations are performed; one is the simulation of our designed TFDSs with different delays or nonminimum phases, and the other is the simulation of an internet-based intelligent space for the trajectory tracking of a car-like wheeled robot system. We demonstrate the effectiveness and efficiency of the proposed control. The main contributions of this paper are twofold. First, the control can simultaneously attain robust performance through the mixed H2/H optimization with a Smith predictor and achieve the robust stability via L2N stable with finite gain. Second, fuzzy observer is not needed.
  • Keywords
    H optimisation; closed loop systems; decentralised control; delays; fuzzy control; nonlinear control systems; robust control; transfer functions; H norm; Smith predictor; closed-loop transfer function; decentralized fuzzy control; interconnected dynamic delay systems; mixed H2-H optimization; nonlinear delay systems; robust stability; transfer function delayed systems; weighted sensitivity function; Delay; Fuzzy control; Nonlinear dynamical systems; Optimization; Polynomials; System performance; Transfer functions; $H_infty$-optimization; $H_2$-optimization; $L_2^N$-stable; Decentralized control; Internet-based intelligent space; Smith predictor; fuzzy linear model; nonlinear interconnected dynamic delayed system (NIDDS);
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2010.2095860
  • Filename
    5648341