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探索联邦数据空间在制造业生态系统中实现双转型中的作用。

Exploring the Role of Federated Data Spaces in Implementing Twin Transition within Manufacturing Ecosystems.

机构信息

VTT Technical Research Centre of Finland Ltd., Kaitoväylä 1, FI-90570 Oulu, Finland.

出版信息

Sensors (Basel). 2023 Apr 27;23(9):4315. doi: 10.3390/s23094315.

Abstract

Globally, manufacturing ecosystems are facing the challenge of twin transition, i.e., how to utilize digitalization for improving or transforming the sustainability of manufacturing operations. Here, operations refer widely to the upstream of manufacturing, while the entire product lifecycle also covers the downstream and end-of-life operations. Here, sustainability is understood to consider the impact of the product lifecycle at environmental, social, and governance (ESG) levels. In this article, we explore this progress through the digitalization concept of business-to-business data sharing, and through one example of a manufacturing ecosystem in Finland. We discuss the federated data space concept and the international data spaces (IDS) architecture as technological building blocks of twin transition, and report the first results from an industry-research shared-risk project. Semi-structured interviews and a diary-style reporting from an industry-research IDS proof-of-concept (PoC) experiment are presented and analyzed within a design science research method framework. The findings give the first indications that while data sharing is seen as important and increasing in relevance in industry, it is currently challenging for companies to see how an open standard architecture creates value beyond a single limited ecosystem view. We also highlight possible avenues for further research.

摘要

从全球范围来看,制造业生态系统正面临着双重转型的挑战,即如何利用数字化来提高或改变制造业运营的可持续性。这里的运营是指制造业的上游,而整个产品生命周期还涵盖下游和产品生命周期结束时的运营。这里的可持续性被理解为要考虑产品生命周期在环境、社会和治理(ESG)层面的影响。本文通过企业对企业数据共享的数字化概念,并通过芬兰一个制造业生态系统的实例,探讨了这一进展。我们讨论了联邦数据空间概念和国际数据空间(IDS)架构作为双重转型的技术构建块,并报告了一个行业研究共享风险项目的初步结果。本文采用设计科学研究方法框架,展示和分析了来自行业研究 IDS 概念验证(PoC)实验的半结构化访谈和日记式报告。研究结果首次表明,尽管数据共享在业内被视为重要且相关性不断增加,但企业目前难以理解开放标准架构如何在超越单一有限生态系统视角的情况下创造价值。我们还强调了进一步研究的可能途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ef6/10181727/9d76d47d05bd/sensors-23-04315-g001.jpg

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本文引用的文献

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