Title :
The velocity curve for evenly distributing process based on the BP neural network
Author :
Yang, Guangyou ; Zhou, Guozhu ; Chen, Dingfang
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;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1341931
