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An ontology framework for developing platform-independent knowledge-based engineering systems in the aerospace industry

机译:用于开发航空业中与平台无关的基于知识的工程系统的本体框架

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摘要

This paper presents the development of a novel knowledge-based engineering (KBE) framework for implementing platform-independent knowledge-enabled product design systems within the aerospace industry. The aim of the KBE framework is to strengthen the structure, reuse and portability of knowledge consumed within KBE systems in view of supporting the cost-effective and long-term preservation of knowledge within such systems. The proposed KBE framework uses an ontology-based approach for semantic knowledge management and adopts a model-driven architecture style from the software engineering discipline. Its phases are mainly (1) Capture knowledge required for KBE system; (2) Ontology model construct of KBE system; (3) Platform-independent model (PIM) technology selection and implementation and (4) Integration of PIM KBE knowledge with computer-aided design system. A rigorous methodology is employed which is comprised of five qualitative phases namely, requirement analysis for the KBE framework, identifying software and ontological engineering elements, integration of both elements, proof of concept prototype demonstrator and finally experts validation. A case study investigating four primitive three-dimensional geometry shapes is used to quantify the applicability of the KBE framework in the aerospace industry. Additionally, experts within the aerospace and software engineering sector validated the strengths/benefits and limitations of the KBE framework. The major benefits of the developed approach are in the reduction of man-hours required for developing KBE systems within the aerospace industry and the maintainability and abstraction of the knowledge required for developing KBE systems. This approach strengthens knowledge reuse and eliminates platform-specific approaches to developing KBE systems ensuring the preservation of KBE knowledge for the long term.
机译:本文介绍了一种新颖的基于知识的工程(KBE)框架的开发,该框架用于在航空航天工业中实施与平台无关的,具有知识功能的产品设计系统。 KBE框架的目的是加强KBE系统中消耗的知识的结构,重用性和可移植性,以支持此类系统中知识的经济有效和长期保存。提出的KBE框架使用基于本体的方法进行语义知识管理,并采用了软件工程专业的模型驱动架构样式。它的阶段主要是(1)捕获KBE系统所需的知识; (2)KBE系统的本体模型构建; (3)平台无关模型(PIM)技术的选择和实现,以及(4)PIM KBE知识与计算机辅助设计系统的集成。采用了严格的方法,包括五个定性阶段,即对KBE框架的需求分析,识别软件和本体工程要素,两者的集成,概念证明原型演示器以及最终专家验证。案例研究调查了四个原始的三维几何形状,用于量化KBE框架在航空航天工业中的适用性。此外,航空航天和软件工程领域的专家验证了KBE框架的优势/优势和局限性。所开发方法的主要优点在于减少了在航空航天工业中开发KBE系统所需的工时,以及开发KBE系统所需知识的可维护性和抽象性。这种方法加强了知识的重用,并消除了开发KBE系统的特定于平台的方法,从而确保了KBE知识的长期保存。

著录项

  • 作者

    Sanya I.O.; Shehab Essam;

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  • 年度 2014
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  • 原文格式 PDF
  • 正文语种 en
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