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An Ontology-Based Resource Reconfiguration Method for Manufacturing Cyber-Physical Systems

机译:制造电子物理系统中基于本体的资源重构方法

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摘要

The introduction of Industry 4.0 and rapid development of manufacturing cyber-physical systems, as well as the increasing demand for multivariety, small batch, and personalized customization, pose a huge challenge to traditional manufacturing systems. In order to meet production requirements for fast iteration and realize agile and efficient manufacturing resource allocation, this paper proposes an ontology-based resource reconfiguration method from the perspective of resource utilization. First, an intelligent device ontology that describes the intelligent manufacturing resource is established using the Web Ontology Language. On this basis, the relational database is associated with the ontology of the manufacturing system, which makes the manufacturing resources be mapped to the model instances. Then, we analyze the equipment reconfiguration of the intelligent manipulator as an application case, which explains the proposed method for resource reconfiguration based on ontology, and verifies its feasibility in manufacturing. Finally, this study provides a new method for reconfigurable research of manufacturing resources.
机译:工业4.0的引入和制造网络物理系统的快速发展,以及对多品种,小批量和个性化定制的需求不断增长,对传统制造系统构成了巨大挑战。为了满足快速迭代的生产需求,实现敏捷高效的制造资源分配,从资源利用的角度提出了一种基于本体的资源重构方法。首先,使用Web本体语言建立描述智能制造资源的智能设备本体。在此基础上,关系数据库与制造系统的本体相关联,这使得制造资源可以映射到模型实例。然后,以智能机械手的设备重配置为应用案例进行分析,说明了基于本体的资源重配置方法,并验证了其在制造中的可行性。最后,本研究为制造资源的可重构研究提供了一种新方法。

著录项

  • 来源
    《Mechatronics, IEEE/ASME Transactions on》 |2018年第6期|2537-2546|共10页
  • 作者单位

    School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China;

    School of Electrical Engineering and Automation, Jiangxi University of Science and Technology, Ganzhou, China;

    School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China;

    Department of Engineering, University of Messina, Messina, Italy;

    School of Automation Science and Electrical Engineering, Beihang University, Beijing, China;

    School of Mechanical and Electrical Engineering, Qingdao University, Qingdao, China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Manufacturing; Ontologies; Distributed databases; OWL; Job shop scheduling;

    机译:制造;本体;分布式数据库;OWL;作业车间调度;

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