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Ontology-based solutions for interoperability among product lifecycle management systems: A systematic literature review
Journal of Industrial Information Integration ( IF 15.7 ) Pub Date : 2020-10-15 , DOI: 10.1016/j.jii.2020.100176
Alvaro Luis Fraga , Marcela Vegetti , Horacio Pascual Leone

During recent years, globalization has had an impact on the competitive capacity of industries, forcing them to integrate their productive processes with other, geographically distributed, facilities. This requires the information systems that support such processes to interoperate. Significant attention has been paid to the development of ontology-based solutions, which are meant to tackle issues from inconsistency to semantic interoperability and knowledge reusability. This paper looks into how the available technology, models and ontology-based solutions might interact within the manufacturing industry environment to achieve semantic interoperability among industrial information systems. Through a systematic literature review, this paper has aimed to identify the most relevant elements to consider in the development of an ontology-based solution and how these solutions are being deployed in industry. The research analyzed 54 studies in alignment with the specific requirements of our research questions. The most relevant results show that ontology-based solutions can be set up using OWL as the ontology language, Protégé as the ontology modeling tool, Jena as the application programming interface to interact with the built ontology, and different standards from the International Organization for Standardization Technical Committee 184, Subcommittee 4 or 5, to get the foundational concepts, axioms, and relationships to develop the knowledge base. We believe that the findings of this study make an important contribution to practitioners and researchers as they provide useful information about different projects and choices involved in undertaking projects in the field of industrial ontology application.



中文翻译:

产品生命周期管理系统之间互操作性的基于本体的解决方案:系统的文献综述

近年来,全球化对产业的竞争能力产生了影响,迫使它们将生产过程与其他地理分布的设施整合在一起。这需要支持此类过程的信息系统进行互操作。人们已经对基于本体的解决方案的开发给予了极大的关注,该解决方案旨在解决从不一致到语义互操作性和知识可重用性的问题。本文研究了可用的技术,模型和基于本体的解决方案如何在制造业环境中相互作用,以实现工业信息系统之间的语义互操作性。通过系统的文献回顾,本文旨在确定在开发基于本体的解决方案时要考虑的最相关元素,以及如何在工业中部署这些解决方案。这项研究根据我们研究问题的具体要求分析了54项研究。最相关的结果表明,可以使用OWL作为本体语言,Protégé作为本体建模工具,Jena作为与已构建本体进行交互的应用程序接口以及国际标准化组织的不同标准来建立基于本体的解决方案。技术委员会184,小组委员会4或5,以获取开发知识库的基本概念,公理和关系。

更新日期:2020-11-06
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