Volume 6 Number 4 (Apr. 2011)
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JCP 2011 Vol.6(4): 776-783 ISSN: 1796-203X
doi: 10.4304/jcp.6.4.776-783

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

Changfeng Yuan1, Wanlei Wang2, Yan Lin1, Yan Chen1
1Transportation Management College, Dalian Maritime University, Dalian, China
2Electromechanical & Information Engineering College, Dalian Nationalities University, Dalian, China


Abstract—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.

Index Terms—agile customization design, artificial neural network, roll plate machine

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Cite: Changfeng Yuan, Wanlei Wang, Yan Lin, Yan Chen, "Design Method of Product Agile Customization Based on Artificial Neural Network and Its Application," Journal of Computers vol. 6, no. 4, pp. 776-783, 2011.

General Information

ISSN: 1796-203X
Abbreviated Title: J.Comput.
Frequency: Bimonthly
Editor-in-Chief: Prof. Liansheng Tan
Executive Editor: Ms. Nina Lee
Abstracting/ Indexing: DBLP, EBSCO,  ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat,etc
E-mail: jcp@iap.org
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