• DocumentCode
    2741445
  • Title

    Zero Phase Error Robust Controller Design Based on Neural Compensation

  • Author

    Liu, Jinkun ; Han, Liang

  • Author_Institution
    Sch. of Autom. Sci. & Electr. Eng., Beijing Univ. of Aeronaut. & Astronaut.
  • Volume
    2
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    8037
  • Lastpage
    8040
  • Abstract
    Using the future desired input value, zero phase error controller makes the overall system´s frequency response exhibit zero phase shift for all frequencies and a small gain error at low frequency range, which presents a new algorithm to design the feedforward controller. However, zero phase error controller is only suitable for certain system. In order to reduce the phase error and improve robustness, the design of proposed feedforward controller uses a neural compensation based on diagonal recurrent neural network. Simulation results for a servo system show the effectiveness of the proposed approach
  • Keywords
    error compensation; feedforward; frequency response; neurocontrollers; recurrent neural nets; robust control; diagonal recurrent neural network; feedforward controller; neural compensation; phase error reduction; robust controller; servo system simulation; system frequency response; zero phase error controller; zero phase shift; Control systems; Design automation; Equations; Error correction; Frequency; Motion control; Robust control; Servomechanisms; Tracking loops; Transfer functions; Neural Network; Robust control; Servo system; Zero phase Error;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
  • Conference_Location
    Dalian
  • Print_ISBN
    1-4244-0332-4
  • Type

    conf

  • DOI
    10.1109/WCICA.2006.1713538
  • Filename
    1713538