• DocumentCode
    3047549
  • Title

    Finisher Automatic Width Control in Hot Strip Mill Based on RBF

  • Author

    Kaixiang, Peng ; Jie, Dong ; Pin, Xu

  • Author_Institution
    Inf. Eng. Sch., Univ. of Sci. & Technol. Beijing, Beijing, China
  • Volume
    4
  • fYear
    2009
  • fDate
    19-21 May 2009
  • Firstpage
    86
  • Lastpage
    90
  • Abstract
    In order to increase the qualified ratio of the products and the precision of the width in continuous hot strip mill, width gauge is usually set behind the last finishing roll stand. At the same time, the purpose of controlling the strip width by adjusting the tension of the stands can be accomplished. However, the long distance from the last finishing roll standpsilas central line to width gauge results in a large time delay and time variation of the system. It is difficult to establish accurate model. By using predictive control method which depends a little on the model and RBF network to approximate the control rule directly, it shots online computing time that passes over solving Diophantine and inversing Matrix and it is suitable for the fast rolling process. Simulation result shows the validity of the proposed method. The paper lays a solid theory foundation for further practical application.
  • Keywords
    milling; predictive control; radial basis function networks; strips; Diophantine; RBF; automatic width control; finishing roll stand; hot strip mill; predictive control method; tension; width gauge; Automatic control; Computational modeling; Computer networks; Delay effects; Finishing; Milling machines; Predictive control; Predictive models; Radial basis function networks; Strips; GPC; RBF; automayic width control; hot strip mill;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems, 2009. GCIS '09. WRI Global Congress on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-0-7695-3571-5
  • Type

    conf

  • DOI
    10.1109/GCIS.2009.334
  • Filename
    5209324