A Knowledge-Based System Methodology for Conceptual Design of Mechanical Systems

Wang Zhao, A. El-Gizawy, S. B. Billatos
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引用次数: 1

Abstract

This paper presents a knowledge-based system methodology, called Domain Knowledge Transformation (DKT), that can be used at the conceptual design stage of mechanical systems. The DKT model is a two-levels process that reveals the insights of the methodology. In the first level, defined as the preconcept level, a list of design specifications is developed through the interaction between an intelligent system and the users or customers. In the second level, defined as the concept level, design solutions are generated using a functional requirements mapping (FRM) method. Design using FRM is characterized by the ability to structure hybrid sets of design knowledge, relevant information and customer needs. FRM method define results of current design efforts, future tasks and their priorities, various metrics, and a presentation format for decision making. After briefly introducing the DKT methodology, the paper shows how design requirements are generated and stored by questions and answers interface, objective tree guided structured interview and the dynamic knowledge base in the preconcept level. The paper then shows, through a real world design example, how FRM can be used to provide a detailed association between statements of design requirements (customer needs) and the physical entities proposed as solutions. The paper concludes that DKT methodology could be a useful concurrent engineering tool in the early design stage.
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基于知识的机械系统概念设计方法
本文提出了一种基于知识的系统方法,称为领域知识转换(DKT),可用于机械系统的概念设计阶段。DKT模型是一个两层的过程,它揭示了方法论的洞察力。在第一层,定义为概念前层,通过智能系统与用户或客户之间的交互开发出一系列设计规范。在第二层,定义为概念层,使用功能需求映射(FRM)方法生成设计解决方案。使用FRM进行设计的特点是能够将设计知识、相关信息和客户需求组合在一起。FRM方法定义了当前设计工作的结果、未来的任务及其优先级、各种度量标准,以及用于决策制定的表示格式。在简要介绍DKT方法的基础上,阐述了设计需求是如何通过问答界面、目标树引导的结构化访谈和概念前层次的动态知识库来生成和存储的。然后,通过一个真实世界的设计示例,本文展示了FRM如何用于提供设计需求(客户需求)和作为解决方案提出的物理实体之间的详细关联。本文的结论是,DKT方法在早期设计阶段可以成为一个有用的并行工程工具。
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