欧洲制造业数据空间应用 - 一项调查
Alexandros Nizamis1,2, Panagiotis Gkonis1, Dimosthenis Ioannidis2
1Department of Digital Industry Technologies, National and Kapodistrian University of Athens, NKUA Euboea, Dirfies Messapies, 34400, Greece.
Data in brief
|November 10, 2025
概括
欧洲制造业正在采用数据空间进行协作数据共享. 本调查详细介绍了它们的应用,架构和开发阶段,强调了行业采用的关键发现.
科学领域:
- 数据科学数据科学数据科学
- 工业信息学 工业信息学
- 制造业 工程 制造工程
背景情况:
- 数据空间正在成为合作价值链中数据共享的关键推动者.
- 欧洲的制造业是数据空间概念的早期采用者和推动者.
- 现有的文献缺乏对数据空间应用的全面调查,特别是在欧洲制造业内.
研究的目的:
- 介绍欧洲制造业领域的数据空间应用的调查.
- 识别和分析这些数据空间中使用的应用领域,参考架构和数据连接器.
- 提供有关开发阶段的见解和用于制造数据空间应用程序的数据.
主要方法:
- 对利用数据空间的欧洲制造项目进行系统的文献审查和分析.
- 根据应用领域和目标对应用程序进行分类.
- 检查报告的参考架构和数据集成策略.
- 评估每个应用程序中使用的成熟度和数据类型.
主要成果:
- 在制造业中确定了数据空间的各种应用领域,包括供应链优化,预测性维护和产品生命周期管理.
- 列出了各种参考架构和使用的数据连接器,突出了共同的模式和新兴趋势.
- 提供了对开发阶段的见解,许多应用在试点或早期部署阶段.
- 描述了共享的数据类型,从传感器数据到生产计划信息.
结论:
- 数据空间正在大大推动欧洲制造业的数据共享和协作.
- 这些发现为研究人员和从业人员提供了关于在制造业中实施和开发数据空间的宝贵指南.
- 需要进一步的研究来解决与互操作性,数据治理和可扩展性相关的挑战.
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