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
{"title":"从边缘云走向工业控制:工业专家对采用挑战的结构分析","authors":"Marco Giani, Nelly Frank, A. Verl","doi":"10.1145/3567445.3567450","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":152960,"journal":{"name":"Proceedings of the 12th International Conference on the Internet of Things","volume":"39 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Towards Industrial Control from the Edge-Cloud: A Structural Analysis of Adoption Challenges According to Industrial Experts\",\"authors\":\"Marco Giani, Nelly Frank, A. Verl\",\"doi\":\"10.1145/3567445.3567450\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":152960,\"journal\":{\"name\":\"Proceedings of the 12th International Conference on the Internet of Things\",\"volume\":\"39 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 12th International Conference on the Internet of Things\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3567445.3567450\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 12th International Conference on the Internet of Things","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3567445.3567450","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Tongaraas: Tongs for Recognizing Littering Garbage with Active Acoustic Sensing Safe Roads: an Integration between Twitter and City Sensing COVIDGuardian: A Machine Learning approach for detecting the Three Cs Targeted Black-Box Side-Channel Mitigation for IoT✱ Attributes and Dimensions of Trust in Secure Systems
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1