• DocumentCode
    2370969
  • Title

    Intelligent disturbance rejection for robust tracking performance of X-Y positioning system

  • Author

    Raafat, Safanah M. ; Akmeliawati, Rini

  • Author_Institution
    Int. Islamic Univ. Malaysia, Kuala-Lumpur, Malaysia
  • fYear
    2010
  • fDate
    4-7 Aug. 2010
  • Firstpage
    252
  • Lastpage
    257
  • Abstract
    In this paper, design and implementation of an intelligent disturbance weighting function for H-based precision positioning control system is presented for an AC motor drive X-Y table positioning mechanism. The system works with a robust feedback controlled, enhanced by an outer loop integral control. The objective is to achieve high tracking and contouring performances even in the presence of uncertainties and disturbances. The effect of crosstalk between the two axes is considered as disturbance that is treated by intelligent estimated disturbance weighting functions using adaptive neuro fuzzy inference system (ANFIS). The developed controller is implemented experimentally, and a tracking performance of less than 1μm is achieved. Contouring error of less than 1μm is achieved as well.
  • Keywords
    AC motors; adaptive control; feedback; intelligent control; machine control; position control; robust control; AC motor drive; H-based precision positioning control system; X-Y positioning system; adaptive neuro fuzzy inference system; intelligent disturbance weighting function; outer loop integral control; robust tracking performance; Artificial intelligence; Control systems; Crosstalk; Frequency control; Robust control; Robustness; Uncertainty; AC motor drive; X-Y table positioning mechanism; disturbance weighting function; intelligent H-based precision positioning control system; tracking performances;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation (ICMA), 2010 International Conference on
  • Conference_Location
    Xi´an
  • ISSN
    2152-7431
  • Print_ISBN
    978-1-4244-5140-1
  • Electronic_ISBN
    2152-7431
  • Type

    conf

  • DOI
    10.1109/ICMA.2010.5589083
  • Filename
    5589083