Predicting of Wool fabrics Pilling with BP Neural Network

被引：0
|
作者：
Cao, Jian-da [1 ]
机构：
[1] Jiaxing Univ, Coll Dept & Art, Jiaxing 314001, Zhejiang, Peoples R China
来源：
TEXTILE BIOENGINEERING AND INFORMATICS SYMPOSIUM PROCEEDINGS, VOLS 1 AND 2 | 2008年
关键词：
wool fabrics; yarn and fabric structural; pilling; artificial neural net(BP);
D O I：
10.3993/tbis2008084
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
In the paper, artificial neural network(ANN) is adopted to analyze wool fabrics pilling. The BP neural network of three-layers is constructed to obtain the relationship between yarn and fabric structural parameters and fabric pilling. The predicted values and test values are compared and are in good agreement.
引用
收藏
页码：509 / 513
页数：5
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