Exploring critical success factors influencing adoption of digital twin and physical internet in electronics industry using grey-DEMATEL approach

T.S. Deepu, V. Ravi
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引用次数: 20

Abstract

Digital twin and physical internet adoption based on advanced digital technologies is gaining significance in the recent times. Digital twin is one of the enabling technologies that link actual physical system with its virtual depiction using advanced digital technologies. In order to leverage its potential, firms have instigated to adopt digital twin and physical internet for real-world applications. Although researches on impact of information technology in supply chains exists, a study on the modelling aspects by analysing critical success factors for adoption of digital twin and physical internet is limited. We have addressed this gap by developing a structural model for identifying the inter-relationships and cause effect parameters of critical success factors for adoption of digital twin and physical internet. Thirteen critical success factors were shortlisted based on literature review and in consultation with experts. An integrated Grey- based, decision making trial and evaluation laboratory (DEMATEL)is used to visualize the causal relationships among critical success factors and verified by applying the proposed model in an electronics manufacturing firm. Sensitivity analysis has been done to check accuracy of results and robustness of the study. The results reveal that top management commitment and support and long, medium and short term planning are the most influential factors impacting the adoption of digital twin and physical internet in electronics industry. Findings of this research provide insights for supply chain managers and academicians by identifying the cause and effect group critical success factors for effective adoption of digital twin and physical internet.

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运用灰色dematel方法探讨影响电子行业采用数字孪生和物理互联网的关键成功因素
近年来,基于先进数字技术的数字孪生和物理互联网的采用越来越重要。数字孪生是利用先进的数字技术将实际物理系统与其虚拟描述联系起来的一种使能技术。为了充分利用其潜力,公司已经鼓动采用数字孪生和物理互联网在现实世界中的应用。虽然有关于信息技术对供应链影响的研究,但通过分析采用数字孪生和物理互联网的关键成功因素对建模方面的研究有限。我们通过开发一个结构模型来确定采用数字孪生和物理互联网的关键成功因素的相互关系和因果参数,从而解决了这一差距。在文献回顾和咨询专家的基础上,列出了13个关键的成功因素。采用基于灰色的综合决策试验与评价实验室(DEMATEL)对关键成功因素之间的因果关系进行可视化分析,并在某电子制造企业中应用所提出的模型进行验证。敏感性分析检验了结果的准确性和研究的稳健性。结果表明,高层管理承诺和支持以及长期、中期和短期规划是影响电子行业采用数字孪生和实体互联网的最重要因素。本研究的发现通过确定有效采用数字孪生和实体互联网的因果关系组关键成功因素,为供应链管理者和学者提供了见解。
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CiteScore
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