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A model-driven ontology approach for manufacturing system interoperability and knowledge sharing

机译：制造系统互操作性和知识共享的模型驱动的本体方法

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摘要

The requirements for the interoperability of semantics and knowledge have become increasingly important in Product Lifecycle Management (PLM), in the drive towards knowledge-driven decision support in the manufacturing industry. This article presents a novel concept, based on the Model Driven Architecture (MDA). The concept has been implemented under the Interoperable Manufacturing Knowledge Systems (IMKS) project in order to understand the extent to which manufacturing system interoperability can be supported using radically new methods of knowledge sharing. The concept exploits the capabilities of semantically well-defined core concepts formalised in a Common Logic-based ontology language. The core semantics can be specialised to configure multiple application-specific knowledge bases, as well as product and manufacturing information platforms. Furthermore, the utilisation of the expressive ontology language and the generic nature of core concepts help support the specification of system mechanisms to enable the verification of knowledge across multiple platforms. An experimental demonstration, using a test case based on the design and manufacture of an aerospace part, has been realised. This has led to the identification of several benefits of the approach, its current limitations as well as the areas to be considered for further work.
机译：语义和知识的互操作性要求在产品生命周期管理（PLM）中变得越来越重要，这是对制造业中知识驱动的决策支持的推动。本文提出了一种基于模型驱动体系结构（MDA）的新颖概念。该概念已在可互操作的制造知识系统（IMKS）项目下实施，以了解使用全新的知识共享方法可以在多大程度上支持制造系统的互操作性。该概念利用了在基于Common Logic的本体语言中形式化的语义明确定义的核心概念的功能。核心语义可以专门用于配置多个特定于应用程序的知识库以及产品和制造信息平台。此外，表达本体语言的使用和核心概念的一般性质有助于支持系统机制的规范，以实现跨多个平台的知识验证。利用基于航空零件设计和制造的测试案例，已经实现了实验演示。这导致确定了该方法的几个好处，其当前的局限性以及需要进一步研究的领域。

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