工程设计学报2017，Vol.24Issue(1)：7-16,24,11.DOI:10.3785/j.issn.1006-754X.2017.01.002
基于联合分析和模糊聚类的产品族客户需求模型研究
Research of the customer requirement model for product family based on conjoint analysis and fuzzy clustering
摘要
Abstract
Accurate acquisition and expression of customer requirement information is the primary step of product family planning under mass customization.Aiming at requirement information with the characteristics of abstractness and vagueness in the process of constructing requirement model,the descriptive demand model of the customers was built on the basis of axiomatic design. The fuzzy demands were quantified through conjoint analysis and transformed into specific per-formance index and characteristic parameters of product design.Then the design incidence matrix was established through analyzing the correlation between those indexes and parameters,and the matrix was clustered by the fuzzy tree clustering algorithm.According to the clustering validity index,the best clustering thresholds were identified,and the optimal clustering results could be obtained.On this basis,the design association matrix was decoupled and the decoupling design correlation matrix was acquired,which provided the decision guidance for product family plan-ning.Finally,an example of the cylindrical gear reducer product plan was used to demonstrate the feasibility and practical value of the proposed method.关键词
需求模型/联合分析/模糊聚类/设计关联矩阵/产品族Key words
requirement model/conjoint analysis/fuzzy clustering/design incidence matrix/product family分类
机械制造引用本文复制引用
程贤福,朱进,周尔民..基于联合分析和模糊聚类的产品族客户需求模型研究[J].工程设计学报,2017,24(1):7-16,24,11.基金项目
国家自然科学基金资助项目(71462007,51165007) （71462007,51165007）
江西省科技支撑计划项目(20151BBE50053). （20151BBE50053）
