Enhancing innovation via the digital twin

IF 10.1 1区 管理学 Q1 BUSINESS
Nobuyuki Fukawa, Aric Rindfleisch
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引用次数: 5

Abstract

A growing number of firms are seeking to leverage emerging technologies, such as artificial intelligence (AI) and 3D printing, to enhance their innovation efforts. These seemingly distinct technologies are currently coalescing into an encompassing new technology called the digital twin. This technology allows innovative firms to create a digital replica of a physical entity that evolves over its life cycle. This article explores the implications of the digital twin for innovation theory and practice. First, we examine the connection between the digital twin and three related technologies (i.e., 3D printing, big data, and AI). Second, we create a typology of four categories of digital twins (i.e., monitoring, making, enhancing, and replicating) and illustrate their relevance for innovation management. Third, we offer a set of four case studies that exemplify this typology and illustrate how digital twins have been put into practice. Fourth, we craft a set of digital twin-related future research directions that encompasses a broad range of innovation-related topics, including service innovation, co-creation, and product design. We hope that our examination of the digital twin serves as a catalyst to help advance innovation thought and practice in this intriguing new domain.

通过数字孪生增强创新
越来越多的公司正在寻求利用人工智能(AI)和3D打印等新兴技术来加强创新努力。这些看似不同的技术目前正在融合成一种包罗万象的新技术,称为数字孪生。这项技术使创新型公司能够创建一个在其生命周期中进化的物理实体的数字复制品。本文探讨了数字孪生对创新理论和实践的启示。首先,我们研究了数字孪生与三种相关技术(即3D打印、大数据和人工智能)之间的联系。其次,我们创建了四类数字双胞胎的类型学(即监控、制造、增强和复制),并说明了它们与创新管理的相关性。第三,我们提供了一组四个案例研究,举例说明了这种类型,并说明了数字双胞胎是如何被付诸实践的。第四,我们制定了一套与数字孪生相关的未来研究方向,涵盖了广泛的创新相关主题,包括服务创新、共创和产品设计。我们希望我们对数字孪生的研究能成为一种催化剂,帮助推进这一有趣的新领域的创新思想和实践。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Product Innovation Management
Journal of Product Innovation Management 管理科学-工程:工业
CiteScore
17.00
自引率
5.70%
发文量
42
审稿时长
6-12 weeks
期刊介绍: The Journal of Product Innovation Management is a leading academic journal focused on research, theory, and practice in innovation and new product development. It covers a broad scope of issues crucial to successful innovation in both external and internal organizational environments. The journal aims to inform, provoke thought, and contribute to the knowledge and practice of new product development and innovation management. It welcomes original articles from organizations of all sizes and domains, including start-ups, small to medium-sized enterprises, and large corporations, as well as from consumer, business-to-business, and policy domains. The journal accepts various quantitative and qualitative methodologies, and authors from diverse disciplines and functional perspectives are encouraged to submit their work.
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