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Context Modeling for Industry 4.0: an Ontology-Based Proposal

机译:行业4.0的上下文建模:基于本体的建议

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摘要

Industry 4.0 is an initiative combining a set of technologies that help to achieve more efficient manufacturing processes. An important characteristic for industrial production in Industry 4.0 is that physical items such as sensors, devices and enterprise assets are connected to each other and to the Internet. In this environment, devices and sensors generate increasing amount of data. A key point to consider is that the execution of industrial processes should depend not only on their internal state and on user interactions but also on the context of their execution, in order to become context-aware and provide added-value information to improve the monitoring of operations and their performance. Ontologies emerge as a relevant method for representing manufacturing knowledge in a machine-interpretable way. Therefore, an ontology-based context model for industry is introduced in this paper. The model facilitates context representation and reasoning by providing structures for context-related concepts, rules and their semantics.
机译:行业4.0是一系列有助于实现更高效的制造过程的技术的主动性。工业生产中工业生产的重要特征是4.0的实际物品,例如传感器,设备和企业资产等物理项目彼此连接并互联网。在这种环境中,设备和传感器产生增加的数据量。需要考虑的关键点是,工业过程的执行不仅应依赖于其内部状态和用户交互,而且还要在其执行的上下文上,以便成为上下文感知并提供添加值信息以改善监视业务及其表现。本体似乎是一种以机器可解释方式代表制造知识的相关方法。因此,本文介绍了工业的本体论文的上下文模型。该模型通过为上下文相关的概念,规则及其语义提供结构来促进上下文表示和推理。

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