结合FBS和知识图的概念设计多领域知识转移方法

Bing Lai, Wu Zhao, Zeyuan Yu, Xin Guo, Kai Zhang
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引用次数: 2

摘要

概念设计作为产品创新设计的重要环节,具有明确的设计流程和有效的解决方法,能够快速解决设计问题。在概念设计过程中,通过将多领域知识映射到设计问题中来求解概念设计方案。然而,这一过程存在着映射路径多、知识之间联系弱的问题。为此,我们提出了一种结合功能行为结构(FBS)和知识图谱(KG)的概念设计方案知识转移方法。基于FBS模型,构建设计过程,识别和评估满足设计需求的功能和行为,基于知识图技术整合多领域知识并将其转移到设计过程中,为概念设计提供支持。最后,通过对一个重载、高精度运动的提升结构的设计,验证了该方法的可行性。结果表明,该方法有助于求解理想设计解,减少了迭代步骤,在一定程度上提高了设计效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Multi-Domain Knowledge Transfer Method for Conceptual Design Combine With FBS and Knowledge Graph
Conceptual design as an essential step in product innovative design, a definitive design process and effective solution methods enable the rapid solving of design problems. In the conceptual design process, conceptual design solutions are solved by mapping multi-domain knowledge to design problems. However, such a process exists with multiple mapping paths and weak connections between knowledge. Therefore, we propose a knowledge transfer method that combines Function Behavior Structure (FBS) and Knowledge Graph (KG) for the conceptual design solution. Based on the FBS model, we structure the design process, identify and evaluate the functions and behaviors that satisfy the design requirements, integrate multi-domain knowledge based on knowledge graph technology and transfer it to the design process to support the conceptual design. Finally, the paper verifies the feasibility of the method with the design of a hoisting structure for heavy-duty and high precision movement. The results show that the proposed method is helpful for solving the ideal design solution, reducing the iterative steps, and improving the design efficiency to a certain extent.
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