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Context Modeling for Industry 4.0: an Ontology-Based Proposal

机译:工业4.0的上下文建模:基于本体的建议

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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:“工业4.0”是一项结合了一系列技术的计划,这些技术有助于实现更高效的制造流程。工业4.0中工业生产的一个重要特征是传感器,设备和企业资产等物理项目相互连接并与Internet连接。在这种环境下,设备和传感器会生成越来越多的数据。要考虑的一个关键点是,工业过程的执行不仅应取决于其内部状态和用户交互,还应取决于其执行的上下文,以便能够感知上下文并提供增值信息以改善监控运营及其绩效。本体作为以机器可解释的方式表示制造知识的一种相关方法而出现。因此,本文介绍了一种基于本体的行业上下文模型。该模型通过提供与上下文相关的概念,规则及其语义的结构来促进上下文表示和推理。

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