Title :
Design method of product agile customization based on dynamic multi-artificial neural network models
Author :
Chang-feng Yuan ; Wan-lei, Wang ; Yan, Chen
Author_Institution :
Inst. of Econ. & Manage., Dalian Maritime Univ., Dalian
Abstract :
An approach of agile customization design based on dynamic multi-artificial neural network (M-ANN) models is proposed. The method of artificial neural network is applied to establish the matching relation between customerpsilas requirements and corresponding product structure. The renewable dynamic M-ANN models are formed from which the appropriate network can be selected and the adaptive design scheme could be obtained agilely according to different requirements. The roll plate machine is taken as the example to discuss the establishing process of the network and the validity of this approach.
Keywords :
neural nets; product customisation; product design; production engineering computing; adaptive design; customer requirements; dynamic multiartificial neural network model; product agile customization; product structure; roll plate machine; Appropriate technology; Artificial neural networks; Design engineering; Design methodology; Educational institutions; Environmental economics; Mechanical products; Neural networks; Product design; Technological innovation; agile customization; artificial neural network; customer requirement; product design;
Conference_Titel :
Industrial Technology, 2008. ICIT 2008. IEEE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-1705-6
Electronic_ISBN :
978-1-4244-1706-3
DOI :
10.1109/ICIT.2008.4608482
