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
Link To Document