• DocumentCode
    2085434
  • Title

    Purification of Axis Trace Based on Adaptive Generalized Morphological Filter

  • Author

    Zhang, Wenbin ; Wang, Hongjun ; Shen, Lu ; Cai, Qun ; Li, Junsheng

  • Author_Institution
    Eng. Coll., Honghe Univ., Mengzi, China
  • fYear
    2009
  • fDate
    17-19 Oct. 2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    To purify axis trace of turbine generator units, a novel approach was proposed based on the generalized morphological filter cascaded by different structure elements. Due to statistic bias of morphological filter, the output of open-closing filter is relatively small, but that of close-opening filter is contrary. Therefore, adaptive approach was employed to modify weights to realize the combined morphological filter. The ability of adaptive generalized morphological filter deals with different types of noise was discussed. Simulation and practical example show that adaptive generalized morphological filter has better performance compared with single morphological filter. The adaptive generalized morphological filter has good filtering effectiveness, simple algorithm and high calculating speed; it also has good on-site application value.
  • Keywords
    adaptive filters; statistical analysis; turbogenerators; adaptive generalized morphological filter; axis trace purification; cascaded filter; close-opening filter; open-closing filter; statistic bias; structure element; turbine generator unit; Adaptive filters; Filtering algorithms; Frequency; Mechanical engineering; Power system analysis computing; Power system faults; Purification; Statistics; Turbines; Wavelet domain;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-1-4244-4129-7
  • Electronic_ISBN
    978-1-4244-4131-0
  • Type

    conf

  • DOI
    10.1109/CISP.2009.5301496
  • Filename
    5301496