• DocumentCode
    1560685
  • Title

    The velocity curve for evenly distributing process based on the BP neural network

  • Author

    Yang, Guangyou ; Zhou, Guozhu ; Chen, Dingfang

  • Volume
    3
  • fYear
    2004
  • Firstpage
    1998
  • Abstract
    There is often over-vibration during high speed dehydrating in industrial washer, because the velocity curve is not suitable for even distribution of washing in the roller. The process of evenly distributing was analyzed. A model of evenly distributing velocity curve based on BP neural network was found with the character of nonlinear mapping and generalization of neural network. Lots of experiments were made with different weights and properties of cloth. The results show that the designed velocity curve has perfect applicability.
  • Keywords
    backpropagation; generalisation (artificial intelligence); mechanical engineering computing; neural nets; BP neural network; evenly distributing process; generalization; high speed dehydration; industrial washer; nonlinear mapping; roller washer; velocity curve; Casting; Clothing industry; Industrial control; Intelligent control; Laboratories; Manufacturing industries; Mechanical engineering; Neural networks; Stability; Velocity control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
  • Print_ISBN
    0-7803-8273-0
  • Type

    conf

  • DOI
    10.1109/WCICA.2004.1341931
  • Filename
    1341931