• DocumentCode
    1588946
  • Title

    Forecasting of the Reactive Dyes K/S Value Based on BP Nerve Network

  • Author

    Jiang, HuiYu ; Dong, Min ; Yang, Feng

  • Author_Institution
    Wuhan Univ. of Sci. & Eng., Wuhan
  • Volume
    2
  • fYear
    2007
  • Firstpage
    472
  • Lastpage
    478
  • Abstract
    The traditional determination method of K/S value is testing the CIEL*a*b* value of each dyeing fabric first by the color chromatic aberration SC-80, and then, based on the CIEL *a*b* value, they calculate the K/S value scoping Wnm within 400 nm-700 nm the visible region. These are finished with the help of the software Hyper Choshoku-Senka TX. In this paper, authors estimate the K/S value of the dyed dyes is estimated by using the nerve network method. The correlation coefficient reachs 0.995 between the estimated value and tested one. It shows the feasibility of the artificial nerve network applied to the reactive dyes dyeing.
  • Keywords
    dyes; fabrics; neural nets; production engineering computing; BP nerve network; CIEL*a*b* value; Hyper Choshoku-Senka TX; color chromatic aberration SC-80; dyeing fabric; reactive dyes K/S value; Brightness; Chemical engineering; Costs; Cotton; Fabrics; Friction; Mathematics; Organic chemicals; Region 1; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2007. ICNC 2007. Third International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2875-5
  • Type

    conf

  • DOI
    10.1109/ICNC.2007.389
  • Filename
    4344398