• DocumentCode
    537196
  • Title

    Anti-Windup for Two-Link Flexible Arms with Actuator Saturation Using Neural Network

  • Author

    Ding Yue-jiao ; Chen Xi ; Zhang Ming ; Rong Jun

  • Author_Institution
    Hunan Inst. of Sci. & Technol., Coll. of Inf. & Commun. Eng., Yueyang, China
  • fYear
    2010
  • fDate
    7-9 Nov. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Anti-windup saturation compensation schemes in two-link flexible arms are studied. The singular perturbation approach is used to decompose the nonlinear system into a rigid subsystem and a fast subsystem, which allows a composite control design for the original system. A neural network is designed to compensate the saturation nonlinear in rigid subsystem, and a robust controller is employed to attenuate the vibration in fast subsystem. On-line weights tuning law is derived and guaranteed based on Lyapunov approach. Simulation results show the effectiveness of the proposed technique.
  • Keywords
    Lyapunov methods; actuators; flexible manipulators; neural nets; nonlinear systems; Lyapunov approach; actuator saturation; anti windup saturation compensation schemes; composite control design; neural network; nonlinear system; online weights tuning law; two link flexible arms; Actuators; Artificial neural networks; Equations; Manipulators; Robustness; Simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
  • Conference_Location
    Henan
  • Print_ISBN
    978-1-4244-7159-1
  • Type

    conf

  • DOI
    10.1109/ICEEE.2010.5661136
  • Filename
    5661136