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Development of a computer-aided design supporting system for transformative product design.

机译:开发用于转换产品设计的计算机辅助设计支持系统。

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摘要

Modern product innovation is often delivered by fusing technologies from different domains. To meet the current speedy pressure of product innovation, the conceptual design is a very critical stage to develop an innovative product. This research presents a new design paradigm, Transformative Product Design (TPD), to meet the demands in the conceptual design. TPD aims to design a new product from a combination out of a base product and reference products, which have been developed.;To expedite the TPD paradigm, Interaction Network is introduced to represent a product design by following a representative product design representation method in the teleological perspective. However, generating an interaction network of a product is very cumbersome and somewhat subjective. In the past decade, a few research works have been reported to identify functions of a product in a systematic way. They are not satisfactory to develop an interaction network for TPD systematically. To systematically generate an interaction network, this research adopts functional requirements in design documents as the source of the proposed method. The proposed method in this research aims to identify functions, structures and dynamic behaviors between structures from the functional descriptions in natural (English) language by adapting natural language-based object identification methods in the software engineering.;Another aim of this research is to provide semantic capability to utilize the use of a natural language throughout the design transformation process, taking into account cross-disciplinary design knowledge that domain experts could struggle if the knowledge is beyond their expertise. To fulfill the demand, this research builds research methods for the design transformation, based on the proposed similarity score, i.e., Stem-POS based Similarity Score. By employing the proposed score, this research detects concept functions and generates transformative design alternatives with interaction networks. Additionally, for the design transformation, the degree of transformability is to check how much products are semantically related each other, by adapting the semantic similarity score.;Finally the proposed methods have been implemented in a Computer-Aided Transformative Design (CATPD) supporting system with minor human involvement to a minimum. The proposed methods and the system are validated according to Stieglitz's convergence types.
机译:现代产品创新通常是通过融合来自不同领域的技术来实现的。为了应对当前产品创新的迅速压力,概念设计是开发创新产品的关键阶段。这项研究提出了一种新的设计范式,即“转换产品设计(TPD)”,以满足概念设计中的需求。 TPD旨在根据已开发的基础产品和参考产品的组合来设计新产品。为了加快TPD范式,引入了Interaction Network来表示产品设计,方法是遵循以下方法中的代表性产品设计表示方法:目的论的观点。但是,生成产品的交互网络非常麻烦并且有些主观。在过去的十年中,已经报道了一些研究工作来系统地识别产品的功能。他们不能令人满意地为TPD系统开发一个交互网络。为了系统地生成交互网络,本研究采用设计文档中的功能要求作为提出方法的来源。本研究中提出的方法旨在通过在软件工程中采用基于自然语言的对象识别方法,从自然(英语)的功能描述中识别功能,结构和结构之间的动态行为。具有在整个设计转换过程中利用自然语言使用的语义能力,并考虑到跨学科的设计知识,如果领域知识超出了他们的专业知识,领域专家可能会遇到困难。为了满足需求,本研究基于拟议的相似度分数(即基于Stem-POS的相似度分数)构建了用于设计转换的研究方法。通过采用建议的分数,这项研究可以检测概念功能并通过交互网络生成变革性的设计方案。此外,对于设计转换,可转换性的程度是通过调整语义相似性评分来检查多少产品在语义上相关。最后,所提出的方法已在计算机辅助转换设计(CATPD)支持系统中实现。只需很少的人力参与。根据斯蒂格利茨的收敛类型对所提出的方法和系统进行了验证。

著录项

  • 作者

    Choi, Keunho.;

  • 作者单位

    Wayne State University.;

  • 授予单位 Wayne State University.;
  • 学科 Engineering Industrial.
  • 学位 Ph.D.
  • 年度 2012
  • 页码 266 p.
  • 总页数 266
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:43:38

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