A Network Approach to Define Modularity of Components in Complex Products

模块化(生物学) 组分(热力学) 中心性 计算机科学 功能(生物学) 产品(数学) 复杂系统 模块化设计 人工智能 数学 程序设计语言 遗传学 进化生物学 生物 热力学 组合数学 物理 几何学
作者
Manuel E. Sosa,Steven D. Eppinger,Craig M. Rowles
出处
期刊:Journal of Mechanical Design [American Society of Mechanical Engineers]
卷期号:129 (11): 1118-1129 被引量:214
标识
DOI:10.1115/1.2771182
摘要

Modularity has been defined at the product and system levels. However, little effort has gone into defining and quantifying modularity at the component level. We consider complex products as a network of components that share technical interfaces (or connections) in order to function as a whole and define component modularity based on the lack of connectivity among them. Building upon previous work in graph theory and social network analysis, we define three measures of component modularity based on the notion of centrality. Our measures consider how components share direct interfaces with adjacent components, how design interfaces may propagate to nonadjacent components in the product, and how components may act as bridges among other components through their interfaces. We calculate and interpret all three measures of component modularity by studying the product architecture of a large commercial aircraft engine. We illustrate the use of these measures to test the impact of modularity on component redesign. Our results show that the relationship between component modularity and component redesign depends on the type of interfaces connecting product components. We also discuss directions for future work.

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