Design Method of Product Agile Customization Based on Artificial Neural Network and Its Application

被引：0
|
作者：
Yuan, Changfeng [1 ]
Wang, Wanlei [2 ]
Lin, Yan [1 ]
Chen, Yan [1 ]
机构：
[1] Dalian Maritime Univ, Transportat Management Coll, Dalian, Peoples R China
[2] Dalian Nat Univ, Electromech & Informat Engn Coll, Dalian, Peoples R China
来源：
JOURNAL OF COMPUTERS | 2011年 / 6卷 / 04期
基金：
中国国家自然科学基金;
关键词：
agile customization design; artificial neural network; roll plate machine;
D O I：
10.4304/jcp.6.4.776-783
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Product agile customization design is an effective technological measure to win the customers and improve development efficiency. In this paper, on the basis of analyzing the characteristics of product design process and integrating the advantages of artificial neural network (ANN), a novel design method of product agile customization based on ANN is put forward. In the method, ANN models between design demands of different design stages and corresponding product structures are established so as to determine product structural styles quickly by applying artificial neural network. Finally, this method is successfully applied to the general schematic design process of a roll plate machine's customization, and its effectivity is verified.
引用
收藏
页码：776 / 783
页数：8
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