Modeling Information in Industrial Cyber-Physical Systems Using Multilayer Graphs

Angel Biskupovic;Constanza Schlotterbeck;Felipe Núñez
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Abstract

Industrial Cyber-Physical Systems (ICPSs) are regarded as the enabling technology of the ongoing fourth industrial revolution. Despite their recognized advantages, ICPSs face challenges that need to be addressed to unleash their full potential. Among these challenges is the standardization of information models. Currently, various industry standards are used for modeling information. However, these efforts primarily focus on describing the engineering and logic aspects of industrial processes, without considering all dimensions of an ICPS. As a step towards closing this gap, this work proposes a novel approach based on multilayer graphs to generate a flexible information model that addresses three key aspects of an ICPS: engineering, production flow, and automation. To illustrate the effectiveness of the proposed approach, a specific case study on a mineral processing plant is presented.
利用多层图为工业网络物理系统中的信息建模
工业网络物理系统(ICPS)被认为是正在进行的第四次工业革命的使能技术。尽管工业网络物理系统具有公认的优势,但它也面临着一些挑战,需要加以解决才能充分释放其潜力。这些挑战包括信息模型的标准化。目前,各种行业标准被用于信息建模。然而,这些工作主要侧重于描述工业流程的工程和逻辑方面,而没有考虑 ICPS 的所有方面。为了缩小这一差距,这项工作提出了一种基于多层图的新方法,用于生成灵活的信息模型,解决集成电路布线系统的三个关键方面:工程、生产流程和自动化。为了说明所提方法的有效性,本文介绍了一个关于矿物加工厂的具体案例研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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