基于聚类分析和模糊识别的产品设计

Li Lingling, Zhao Quanming, Li Zhigang, Zhang Huijuan
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引用次数: 4

摘要

在聚类分析的基础上,提出了面向设计的专家系统在产品概念设计过程中的结构选择方法。引入聚类分析方法,找出与结构树匹配的不同层次的属性集,建立产品特征空间。在这个空间中,每个子空间都匹配一种产品结构。同样,可以根据聚类结果建立产品的标准模型,并将所有模型形成标准结构树。然后,采用模糊识别方法,将树的某一节点与设计需求映射,确定产品结构类型。该方法可广泛应用于机械产品设计中
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Product Design Based on Clustering Analyzing and Fuzzy Recognition
Based on clustering analyzing, a structure selecting method was proposed for design-oriented expert system during product conceptual design. The clustering analyzing method was introduced to find out the attribute sets in different levels matched with structure tree so as to set up a product characteristic space. In this space, each sub-space is matched with a type of product structure. Similarly, the standard model of product can be set up according to the clustering result and all the models are formed as standard structure tree. Then, the fuzzy recognition method is adopted to determine the type of product structure by mapping one certain node of the tree with the design requirements. The method can be wide used in applications of mechanical product design
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