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| 基于多维关联规则的产品族配置研究 | |
| 引用本文： | 罗妤,郭钢,徐建萍.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). |
| 作者姓名： | 罗妤 郭钢 徐建萍 |
| 作者单位： | 1. 重庆大学,重庆400044／重庆科技学院,重庆401331 2. 重庆大学,重庆,400044 3. 贵州大学,贵阳,550003 |
| 基金项目： | 国家高技术研究发展计划(863计划)资助项目(2007AA04Z1B1) |
| 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 |
Research on Product Family Configuration Based on Multidimensional Association Rules |
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| Luo Yu, Guo Gang Xu Jianping .Chongqing University,Chongqing, .Chongqing University of Science , Technology, .Guizhou University,Guiyang.Research on Product Family Configuration Based on Multidimensional Association Rules[J].China Mechanical Engineering,2011,22(19). | |
| Authors: | Luo Yu Guo Gang Xu Jianping Chongqing University Chongqing Chongqing University of Science Technology Guizhou University Guiyang |
| Affiliation: | Luo Yu1,2 Guo Gang1 Xu Jianping3 1.Chongqing University,Chongqing,400044 2.Chongqing University of Science and Technology,401331 3.Guizhou University,Guiyang,550003 |
| 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 co... |
| Keywords: | product family configuration multidimensional association rule data warehouse data cube |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |
