从边缘云走向工业控制:工业专家对采用挑战的结构分析

Marco Giani, Nelly Frank, A. Verl
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引用次数: 1

摘要

将工业控制迁移到工厂托管的边缘云可以降低运营成本,提高工业机器的互操作性和灵活性。然而,采用工业物联网(IIoT)技术实现工厂自动化的工业边缘云可能会带来许多尚未调查的挑战。基于专家访谈研究,本文提供了两个主要贡献:(1)确定了11个技术、工程、组织和战略相关的挑战,根据行业专家的说法,这些挑战将阻碍未来工厂采用边缘云控制(ECC);(2)推导了一个结构模型,展示了挑战是如何相互关联的。研究结果说明了盈利能力与ECC系统的工程和运行之间的依赖关系,表明了提高ECC可用性对于IT知识有限的自动化专家的重要性,例如通过部门重组和工厂ECC集成概念的标准化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards Industrial Control from the Edge-Cloud: A Structural Analysis of Adoption Challenges According to Industrial Experts
The migration of industrial controls to an edge-cloud hosted on factory premises can reduce operation costs and increase the interoperability and flexibility of industrial machines. However, the adoption of Industrial Internet of Things (IIoT) technologies to realize an industrial edge-cloud for factory automation is likely to lead to a number of challenges that have not yet been investigated. Based on an expert interviews study, this paper provides two main contributions: (1) the identification of 11 technology-, engineering-, organization-, and strategy-related challenges that, according to industrial experts, will hinder the adoption of edge-cloud control (ECC) in future factories, (2) the derivation of a structural model showing how challenges are interlinked. The results illustrate the dependency between profitability and both engineering and operation of an ECC system, suggesting the importance of improving the usability of ECC for automation experts with limited IT know-how, for instance through the reorganization of departments and the standardization of integration concepts for ECC in factories.
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