Research on Product Family Configuration Based on Multidimensional Association Rules

China Mechanical Engineering ›› 2011, Vol. 22 ›› Issue (19): 2330-2336.

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Research on Product Family Configuration Based on Multidimensional Association Rules

Luo Yu1,2;Guo Gang1;Xu Jianping3

1.Chongqing University, Chongqing, 400044

2.Chongqing University of Science and Technology, Chongqing, 401331

3.Guizhou University,Guiyang,550003

Online:2011-10-10 Published:2011-10-12
Supported by:
National High-tech R&D Program of China (863 Program) （No. 2007AA04Z1B1）

基于多维关联规则的产品族配置研究

罗妤1,2;郭钢1;徐建萍3

1.重庆大学,重庆,400044

2.重庆科技学院,重庆,401331

3.贵州大学,贵阳,550003

基金资助:
国家高技术研究发展计划(863计划)资助项目(2007AA04Z1B1)
National High-tech R&D Program of China (863 Program) （No. 2007AA04Z1B1）

Abstract

Abstract:

A product configuration method based on association rule was introduced aiming at the choice of optional parts in product configuration of large complex products. A component-constraint-rule data warehouse (CCRDW) could be built with the information of product family BOM(bill of material) structure. According to the parameters of customer requirements, a data cube from the data warehouse could be established and by using multidimensional association rule data mining algorithm on the data cube, the appropriate components in materials store would be found. The configuration method of a gear box and its instance was presented. The method has advantages in enhancing the efficiency and reusability of the components.

Key words:

product family configuration, , multidimensional association rule, , data warehouse, , data cube

摘要：

针对产品配置中可选零部件的选择问题,提出了基于多维关联规则的产品族配置方法：根据产品族BOM结构,构建零部件约束规则数据仓库,设计人员根据客户的产品需求参数建立数据立方,并运用多维关联规则挖掘出物料库中潜在的、能满足配置需求的物料信息,实现产品的个性化配置。实例验证了该配置方法的可行性。该配置方法有效地提高了产品配置效率及零部件的重用性。

关键词:

产品族配置, 多维关联规则, 数据仓库, 数据立方

CLC Number:

TP391
TH12

LUO Yu-1, 2, GUO Gang-1, XU Jian-Ping-3.

Research on Product Family Configuration Based on Multidimensional Association Rules

[J]. China Mechanical Engineering, 2011, 22(19): 2330-2336.

罗妤1, 2, 郭钢1, 徐建萍3.

基于多维关联规则的产品族配置研究

[J]. 中国机械工程, 2011, 22(19): 2330-2336.

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Research on Product Family Configuration Based on Multidimensional Association Rules

基于多维关联规则的产品族配置研究

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