调查供应链4.0技术之间的因果关系

Q2 Engineering
Hojatallah Sharifpour, Yaser Ghaseminezhad, M. Hashemi-Tabatabaei, M. Amiri
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引用次数: 4

摘要

第四次工业革命的发展引起了包括生产在内的社会各个领域的变化。第四次工业革命带来的生产方式的变化也导致了供应链的根本性变化,并将其转化为供应链4.0。组织必须接受供应链4.0以保持其竞争优势。因此,本研究旨在调查供应链4.0技术之间的关系,以便通过学习和理解这些联系,行业可以为在其供应链中实施这些技术铺平道路,并将其用于解决问题。通过文献综述对供应链4.0技术进行识别,并运用德尔菲法提取供应链4.0技术,包括物联网(IoT)、网络物理系统、云计算、大数据、区块链、人工智能、射频识别(RFID)、增强现实、虚拟现实和仿真。使用DEMATEL技术检查了供应链4.0技术之间的关系,并基于解释结构建模(ISM)绘制了它们的部署图。采用MICMAC法确定技术类型。MICMAC分析发现,人工智能技术是独立的,根据DEMATEL技术的发现,该技术与模拟有关,属于解释结构建模技术的第一级,与物联网、云计算、大数据和区块链技术有关,属于第二级。基于ISM方法,RFID、虚拟现实、增强现实和仿真技术处于第一层次;物联网、网络物理系统、云计算、大数据、区块链等技术处于第二层次;而人工智能技术属于第三个层面。根据相关文献,对供应链4.0问题及其影响技术的研究很少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigating cause-and-effect relationships between supply chain 4.0 technologies
Abstract The developments of the fourth industrial revolution have caused changes in all areas of society, including production. The changes in production caused by the fourth industrial revolution have also resulted in fundamental changes in the supply chain and have converted it to supply chain 4.0. Organisations must be receptive to supply chain 4.0 to maintain their competitive advantage. Therefore, this study aimed to investigate the relationships among supply chain 4.0 technologies so that, by learning and understanding these connections, industries can pave the way for the implementation of these technologies in their supply chains and use them in problem-solving. The literature review was used to identify the supply chain 4.0 technologies, and the Delphi technique was applied to extract them, including the Internet of Things (IoT), cyber-physical systems, cloud computing, big data, blockchain, artificial intelligence, Radio-frequency Identification (RFID), augmented reality, virtual reality, and simulation. The relationships of supply chain 4.0 technologies were examined using the DEMATEL technique and based on interpretive structural modelling (ISM), their deployment map was drawn. The type of technologies was determined using the MICMAC method. The MICMAC analysis found that the artificial intelligence technology is independent and, based on the findings through the DEMATEL technique, this technology is related to simulation, which belongs to the first level of the interpretive structural modelling technique, and IoT, cloud computing, big data, and blockchain technologies, which are at the second level. Based on the ISM method, RFID, virtual reality, augmented reality and simulation technologies are located at the first level; IoT, cyber-physical systems, cloud computing, big data and blockchain technologies are situated in the second level; and artificial intelligence technology belongs to the third level. According to the related literature, few studies have been conducted on the issues of supply chain 4.0 and the technologies that affect it.
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来源期刊
Engineering Management in Production and Services
Engineering Management in Production and Services Business, Management and Accounting-Management Information Systems
CiteScore
3.40
自引率
0.00%
发文量
27
审稿时长
7 weeks
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