• DocumentCode
    2236805
  • Title

    High-speed positioning of a linear stage using feedback error learning control: Improvement of learning time and accuracy

  • Author

    Nakamura, Yukinori ; Morimoto, Kenichi ; Wakui, Shinji

  • Author_Institution
    Inst. of Eng., Tokyo Univ. of Agric. & Technol., Koganei, Japan
  • fYear
    2012
  • fDate
    19-21 March 2012
  • Firstpage
    1079
  • Lastpage
    1085
  • Abstract
    This paper considers high-speed position control of a stage. To improve the performance of positioning, feedback error learning (FEL) control is utilized. In the proposed FEL, free parameters of a feedforward controller are determined such that true value of estimated parameters can become small. Moreover, a priori information on the stage is utilized for learning. Effects of parameters of FEL are investigated in order to improve learning time and accuracy. Experimental results demonstrate that the stage positioning based on the proposed FEL reduces settling time and improves repeatability.
  • Keywords
    adaptive control; feedback; feedforward; learning systems; machine tools; numerical control; position control; NC machine tools; feedback error learning control; feedforward controller; free parameter; high-speed position control; learning accuracy; learning time; linear stage; numerical control; repeatability; settling time; Artificial intelligence; Magnetomechanical effects;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Technology (ICIT), 2012 IEEE International Conference on
  • Conference_Location
    Athens
  • Print_ISBN
    978-1-4673-0340-8
  • Type

    conf

  • DOI
    10.1109/ICIT.2012.6210083
  • Filename
    6210083