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Individualized and accurate eco-design knowledge push for designers: a CAD-based feedback knowledge push method for the eco-design

机译:个人化和准确的生态设计知识推动设计师:生态设计的基于CAD的反馈知识推送方法

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摘要

In the conceptual design phase of eco-products, the evaluation of products eco-design is often considered by designers after determining the design scheme. In order to improve the eco-design efficiency, a CAD-based feedback knowledge push method was proposed to meet the designer’s eco-design knowledge requirements. Combine with the designer knowledge background, classified eco-design knowledge, and decomposed design tasks, eco-design knowledge requirements of designers can be obtained. Based on the cosine similarity algorithm of the knowledge vector space model (VSM), the knowledge requirements of the designer and the knowledge in the knowledge database are matched, and the eco-knowledge is actively pushed to the designer. The feedback and evaluation of designers on the initial push of knowledge was recorded by the system. When the designer is assigned relevant eco-design tasks again, the system conducts secondary filtering of eco-design knowledge through previous feedback records and pushes the filtered knowledge to designers, so as to achieve accurate feedback knowledge push. A CAD-based eco-design knowledge push prototype system for automotive products is developed. The eco-design of the front-end module of the automotive is used as an example to verify the effectiveness of the above method.
机译:在生态产品的概念设计阶段,在确定设计方案后,设计人员通常考虑对产品的评估。为了提高生态设计效率,提出了一种CAD的反馈知识推送方法,以满足设计师的生态设计知识要求。结合设计师知识背景,分类生态设计知识和分解设计任务,可以获得设计人员的生态设计知识要求。基于知识矢量空间模型(VSM)的余弦相似性算法,匹配设计者的知识要求和知识库中的知识,并积极推送到设计者的生态知识。系统的反馈和评估在最初的知识推动中记录了系统。当设计人员再次分配相关的生态设计任务时,系统通过先前的反馈记录对生态设计知识进行二次过滤,并将过滤的知识推向设计人员,以实现准确的反馈知识推动。开发了一种基于CAD的ECO设计知识推动原型系统,用于汽车产品。汽车前端模块的生态设计用作验证上述方法的有效性的示例。

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  • 作者单位

    School of Mechanical Engineering Hefei University of Technology;

    School of Mechanical Engineering Hefei University of Technology|Key Laboratory of Green Design and Manufacturing of Mechanical Industry Hefei University of Technology;

    School of Mechanical Engineering Hefei University of Technology;

    School of Mechanical Engineering Hefei University of Technology;

    School of Mechanical Engineering Hefei University of Technology|Key Laboratory of Green Design and Manufacturing of Mechanical Industry Hefei University of Technology;

    School of Mechanical Engineering Hefei University of Technology|Key Laboratory of Green Design and Manufacturing of Mechanical Industry Hefei University of Technology;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    eco-design; knowledge requirements; designers; feedback push; prototype system;

    机译:生态设计;知识要求;设计师;反馈推动;原型系统;

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