Product digital twins: An umbrella review and research agenda for understanding their value

IF 8.2 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers in Industry Pub Date : 2024-09-21 DOI:10.1016/j.compind.2024.104181
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Abstract

Product Digital Twins (DTs) are digital representations of a physical asset that update synchronously throughout its lifecycle. Over the past decade, a rich and varied literature on the development of new technologies and approaches to implementing product DTs has emerged. This literature has been reviewed multiple times, but the variety in focus and scope of DT reviews has become so extensive that it is challenging to assess our collective understanding and knowledge of DT theory. We address this issue by conducting a systematic umbrella review of product DT reviews, classifying and analysing review themes to understand strengths and shortcomings of product DT literature. Our analysis reveals a key shortcoming in the product DT literature: There is currently little evidence and understanding of DT value. Understanding how DTs provide value to an organisation is of paramount importance, as it will determine the elements of the DT that truly have an effect on value, as well as the mechanisms by which that value is created. We conclude this work by presenting a five-item research agenda to address these shortcomings and develop our understanding of DT value. Since DTs can be complex and expensive to implement, research and practice should focus on those elements of the DT that provide value to the organisation.

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产品数字孪生:了解其价值的总体回顾和研究议程
产品数字孪生(DT)是物理资产的数字表示,在其整个生命周期中同步更新。在过去的十年中,出现了丰富多样的文献,介绍了新技术的发展和实施产品数字孪生的方法。这些文献已被多次评述,但 DT 评述的重点和范围已变得如此广泛,以至于评估我们对 DT 理论的集体理解和知识具有挑战性。为了解决这个问题,我们对产品 DT 评论进行了系统性的总体回顾,对评论主题进行了分类和分析,以了解产品 DT 文献的优势和不足。我们的分析揭示了产品研发文献中的一个关键缺陷:目前几乎没有关于 DT 价值的证据和理解。了解 DT 如何为组织提供价值至关重要,因为这将确定 DT 中真正对价值产生影响的要素,以及创造价值的机制。最后,我们提出了五项研究议程,以解决这些不足并加深我们对 DT 价值的理解。由于 DT 可能很复杂,实施起来也很昂贵,因此研究和实践应侧重于 DT 中那些能为组织带来价值的要素。
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来源期刊
Computers in Industry
Computers in Industry 工程技术-计算机:跨学科应用
CiteScore
18.90
自引率
8.00%
发文量
152
审稿时长
22 days
期刊介绍: The objective of Computers in Industry is to present original, high-quality, application-oriented research papers that: • Illuminate emerging trends and possibilities in the utilization of Information and Communication Technology in industry; • Establish connections or integrations across various technology domains within the expansive realm of computer applications for industry; • Foster connections or integrations across diverse application areas of ICT in industry.
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