• DocumentCode
    577812
  • Title

    Application research on data-based third-order linear extended state observer filter for hot strip width

  • Author

    Lijun Wang ; Qing Li ; Jiangyun Li ; Chaonan Tong ; Yixin Yin ; Jie Dong

  • Author_Institution
    Sch. of Autom. & Electr. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
  • fYear
    2012
  • fDate
    6-8 July 2012
  • Firstpage
    2903
  • Lastpage
    2907
  • Abstract
    A practical data-based third-order linear extended state observer (ESO) filter is proposed based on state estimated by ESO. The filter is simple to use with only one parameter to tune. Then its transfer function, parameters tuning method and discrete simulation realization are given respectively. The proposed ESO filter is applied to the tracking of sine signal and square signal, the filter of signal with white Gaussian noise, and the filter of the width data for hot strip rolling mill in real time with measurement noise. Simulation results show the proposed ESO filter is practical without signal model, noise model and statistical characteristic of the measurement noise. Only according to present moment of the measurement data, it could meet the requirement with appropriate parameter.
  • Keywords
    Gaussian noise; discrete systems; filtering theory; hot working; linear systems; noise measurement; observers; rolling mills; signal processing; strips; tracking; transfer functions; ESO filter; data-based third-order linear extended state observer filter; discrete simulation; hot strip rolling mill; hot strip width; measurement data; measurement noise; parameter tuning method; sine signal tracking; square signal; state estimation; transfer function; white Gaussian noise; Automation; Educational institutions; Maximum likelihood detection; Noise; Nonlinear filters; Observers; Strips; data-based filter; extended state observer; real time; rolling; strip width;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2012 10th World Congress on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4673-1397-1
  • Type

    conf

  • DOI
    10.1109/WCICA.2012.6358366
  • Filename
    6358366