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Axiomatic Design Based Complexity Measures to Assess Product and Process Structures

机译:基于公理设计的复杂度评估产品和过程结构

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Definitions of complexity often depend on several circumstances, such as the nature of investigated complex system, the kind of complexity, the conceptual framework used for a study, the theoretical approach taken, and the like. In this paper, two complexity measures that are based on Boltzmann’s entropy concept and AD theory are proposed and described. The first measure quantifies product variety complexity and the second one focuses on process structure complexity. Such complexity techniques will be used to determine product platform complexity and related process complexity for early stage of design decision-making. The method focused on product platform complexity assumes that the distribution of FR-DP couplings offers a suitable complexity concept, which prescribes that coupled designs should be decoupled, if possible, since uncoupled design is ideal and a decoupled design is less good, while a coupled design is the least satisfactory. Analogically, the same principle is used for the purpose to quantify topological process complexity by transforming input components into process variables and product modules including final product into design parameters. Subsequently, relevant properties of these measures will be analysed by computational experiments. Finally, practical findings for mass customization practice will be presented.
机译:复杂性的定义通常取决于几种情况,例如,所研究的复杂系统的性质,复杂性的种类,用于研究的概念框架,采用的理论方法等。本文提出并描述了两种基于Boltzmann熵概念和AD理论的复杂性度量。第一项措施量化了产品品种的复杂性,第二项措施则关注过程结构的复杂性。这种复杂性技术将用于确定产品平台的复杂性和相关的过程复杂性,以便进行设计决策的早期阶段。专注于产品平台复杂性的方法假设FR-DP耦合器的分布提供了合适的复杂性概念,该概念规定,如果可能的话,耦合的设计应该去耦合,因为非耦合的设计是理想的,而去耦合的设计不太好,而耦合的则是好的。设计是最不令人满意的。类似地,通过将​​输入组件转换为过程变量并将包括最终产品的产品模块转换为设计参数,可以使用相同的原理来量化拓扑过程的复杂性。随后,将通过计算实验分析这些措施的相关属性。最后,将介绍大规模定制实践的实际发现。

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