中南大学学报（自然科学版）2018，Vol.49Issue(6)：1414-1423,10.DOI:10.11817/j.issn.1672-7207.2018.06.014
面向DFMC的广义模块间包含性关系分析
Inclusive relationship analysis of generalized module oriented DFMC
摘要
Abstract
In order to effectively support the product variant design and the mass customization design, the generalized modules in the product platform were divided into six parameterized models based on different attributes, mining inclusive relationship among these parameterized models. The inclusive relationship analysis mainly includes four steps: 1) Various types of codes were extracted from generalized modules as the code segments, and the serial number of components was used as the transaction to construct the transaction data table; 2) The transaction data table was converted to 0-1 matrix and the frequent item sets was obtained by the Apriori algorithm; 3) The confidence scores in the frequent k-item sets were compared to get the strong relationships; 4) The relationship among the parameterized models was obtained. Finally, the feasibility and effectiveness of the proposed method were verified by a case study of valve. The results show that the inclusive relationship analysis is conducive to rapidly reuse products and process resources, to facilitate the accurate and inaccurate product and process configuration, and to promote the effective implementation of enterprise mass customization strategy.关键词
广义模块/参数化模型/包含性关系/Apriori算法Key words
generalized module/parameterized model/inclusive relationship/Apriori algorithm分类
机械制造引用本文复制引用
彭卫平,蒋瑞,雷金,陈磊,张秋华,胡向阳,窦俊豪..面向DFMC的广义模块间包含性关系分析[J].中南大学学报（自然科学版）,2018,49(6):1414-1423,10.基金项目
国家科技重大专项(2014ZX04015021) （2014ZX04015021）
国家自然科学基金资助项目 (51275362)(Project(2014ZX04015021) supported by the National Science and Technology Major Project （51275362）
Project(51275362) supported by the National Natural Science Foundation of China) （51275362）
