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A Method of Clustering Components into Modules Based on Products' Functional and Structural Analysis 被引量：1

A Method of Clustering Components into Modules Based on Products' Functional and Structural Analysis
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摘要 Modularity is the key to improving the cost-variety trade-off in product development. To achieve the functional independency and structural independency of modules, a method of clustering components to identify modules based on functional and structural analysis was presented. Two stages were included in the method. In the first stage the products’ function was analyzed to determine the primary level of modules. Then the objective function for modules identifying was formulated to achieve functional independency of modules. Finally the genetic algorithm was used to solve the combinatorial optimization problem in modules identifying to form the primary modules of products. In the second stage the cohesion degree of modules and the coupling degree between modules were analyzed. Based on this structural analysis the modular scheme was refined according to the thinking of structural independency. A case study on the gear reducer was conducted to illustrate the validity of the presented method. Modularity is the key to improving the cost-variety trade-off in product development. To achieve the functional independency and structural independency of modules, a method of clustering components to identify modules based on functional and structural analysis was presented. Two stages were included in the method. In the first stage the products＇ function was analyzed to determine the primary level of modules. Then the objective function for modules identifying was formulated to achieve functional independency of modules. Finally the genetic algorithm was used to solve the combinatorial optimization problem in modules identifying to form the primary modules of products. In the second stage the cohesion degree of modules and the coupling degree between modules were analyzed. Based on this structural analysis the modular scheme was refined according to the thinking of struc- tural independency. A case study on the gear reducer was conducted to illustrate the validity of the presented method.
作者 孟祥慧 蒋祖华 郑迎飞
机构地区 School of Mechanical and Power Eng. Shanghai Institute of Foreign Trade
出处 《Journal of Shanghai Jiaotong university(Science)》 EI 2006年第3期279-285,共7页 上海交通大学学报（英文版）
基金 National Basic Research Programme of China (973 Program) (No. 2003CB317005) Key Project of Chinese Ministry of Educa-tion (No. 105065)
关键词 模式鉴别 簇类 泛函独立 结构独立 遗传算法 module identifying clustering functional independency structural independency genetic algorithm1
分类号 TP393 [自动化与计算机技术—计算机应用技术]
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参考文献14

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共引文献88

同被引文献29

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Journal of Shanghai Jiaotong university(Science)
2006年 第3期

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