DocumentCode :
2611583
Title :
An approach to improve the efficiency of configurators
Author :
Wang, Yue ; Tseng, Mitchell M.
Author_Institution :
Hong Kong Univ. of Sci. & Technol., Hong Kong
fYear :
2007
fDate :
2-4 Dec. 2007
Firstpage :
1332
Lastpage :
1336
Abstract :
Configurators have been generally accepted as important tools to bridge the gap between customers´ needs and company offerings in the form of specific instances of product platform. To date, improving the efficiency of configurators is a big challenge for both the academic research and the current practice in the competitive global marketplace. In this paper, a new configurator design approach is presented to tackle the configuration task in an efficient manner by providing adaptive and customized configuring sequence for individual customers to best match his preference towards the products. To represent and manipulate the probabilistic nature of customers´ preferences, Bayesian network is deployed to reflect the product physical structure and the likelihood of the customers´ potential preferences among components. The configuring process is modeled as an uncertainty elimination process and an information theory based algorithm is applied to obtain customers´ targeted configuration. The idea is to sequentially select the component with most relevant information for a customer to configure from the remaining components pool based on his previous steps´ specification. A case study is reported to demonstrate the feasibility and potential of the proposed method.
Keywords :
CAD; belief networks; customer satisfaction; mass production; product customisation; product design; Bayesian network; company offerings; competitive global marketplace; configurator design; customer needs; customized configuring sequence; information theory; product platform; uncertainty elimination process; Bayesian methods; Bridges; Cellular phones; Decision making; Information theory; Internet; Manufacturing; Mass customization; Product design; Uncertainty; Bayesian network; configurator; product design;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Engineering and Engineering Management, 2007 IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1529-8
Electronic_ISBN :
978-1-4244-1529-8
Type :
conf
DOI :
10.1109/IEEM.2007.4419409
Filename :
4419409
Link To Document :
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