Resilience enhancers and barriers analysis for Industry 4.0 in supply chains using grey influence analysis (GINA)

IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Madhuri Chouhan , R Rajesh , Rajendra Sahu
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引用次数: 0

Abstract

This study investigates the impact of Industry 4.0 (I4.0) enabling technologies in enhancing the resilience of supply chain systems and the barriers to adopting Industry 4.0 in the supply chains. We use the novel grey influence analysis (GINA) to examine the influence relations among supply chain resilience enhancers and barriers. The study has identified seven enhancers and nine barriers to adopting I4.0 that can improve supply chain resilience. While analyzing the enhancers, the research findings indicate that visibility and coordination in the supply chain are the major enhancers. For barriers, based on the overall influence score, financial constraints, lack of skills and expertise, and inaccessibility of new technology have ranked first, second, and third, respectively. The identified barriers to adopting I4.0 indicate that reducing financial constraints could facilitate the implementation of Industry 4.0 technologies. This study is among the initial investigations to analyze the supply chain resilience enhancers and barriers together for adoption of Industry 4.0. The findings of this study can assist decision-makers and practitioners in overcoming the identified barriers, thereby focusing on the important enhancers of resilience for facilitating the effective adoption of Industry 4.0 in supply chains.

Abstract Image

基于灰色影响分析(GINA)的工业4.0供应链弹性增强因素和障碍分析
本研究调查了工业4.0 (I4.0)使能技术在增强供应链系统弹性方面的影响,以及在供应链中采用工业4.0的障碍。本文运用灰色影响分析(GINA)对供应链弹性增强因素与壁垒之间的影响关系进行了研究。该研究确定了采用工业4.0可以提高供应链弹性的7个促进因素和9个障碍。在分析促进因素时,研究发现供应链的可视性和协调性是主要的促进因素。在障碍方面,根据总体影响得分,资金限制、缺乏技能和专业知识以及无法获得新技术分别排在第一、第二和第三位。已确定的采用工业4.0的障碍表明,减少财务限制可以促进工业4.0技术的实施。本研究是分析供应链弹性增强因素和工业4.0采用障碍的初步调查之一。本研究的结果可以帮助决策者和从业者克服已确定的障碍,从而专注于弹性的重要增强因素,以促进工业4.0在供应链中的有效采用。
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来源期刊
Journal of Industrial Information Integration
Journal of Industrial Information Integration Decision Sciences-Information Systems and Management
CiteScore
22.30
自引率
13.40%
发文量
100
期刊介绍: The Journal of Industrial Information Integration focuses on the industry's transition towards industrial integration and informatization, covering not only hardware and software but also information integration. It serves as a platform for promoting advances in industrial information integration, addressing challenges, issues, and solutions in an interdisciplinary forum for researchers, practitioners, and policy makers. The Journal of Industrial Information Integration welcomes papers on foundational, technical, and practical aspects of industrial information integration, emphasizing the complex and cross-disciplinary topics that arise in industrial integration. Techniques from mathematical science, computer science, computer engineering, electrical and electronic engineering, manufacturing engineering, and engineering management are crucial in this context.
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