Technical challenges of blockchain technology for sustainable manufacturing paradigm in Industry 4.0 era using a fuzzy decision support system

被引:40
|
作者
Su, Dan [1 ]
Zhang, Lijun [2 ]
Peng, Hua [3 ]
Saeidi, Parvaneh [4 ,5 ]
Tirkolaee, Erfan Babaee [6 ]
机构
[1] Tianjin Univ Technol, Sch Management, Tianjin 300384, Peoples R China
[2] Hebei Geo Univ, Sch Management, Shijiazhuang 050031, Hebei, Peoples R China
[3] Guangdong Polytech Sci & Technol, Sch Business, Zhuhai 519100, Guangdong, Peoples R China
[4] Univ Tecnol Indoamer, Fac Adm & Negociac, Quito, Ecuador
[5] Univ Tecnol Indoamer, Res Ctr Business Soc & Technol, ESTec, Quito, Ecuador
[6] Istinye Univ, Dept Ind Engn, Istanbul, Turkiye
关键词
Blockchain technology; Technical challenges; Sustainable manufacturing paradigm; Industry; 4; 0; Fuzzy decision support system; ECONOMIC-DEVELOPMENT; FRAMEWORK; NETWORK; MODEL;
D O I
10.1016/j.techfore.2022.122275
中图分类号
F [经济];
学科分类号
02 ;
摘要
Since 2008, many academics have increasingly paid attention to blockchain technology from different per-spectives. In general, researchers desire to achieve global blockchain systems within a sustainable manufacturing domain; however, a number of technical challenges have come to exist in the recent decade, for instance, consensus algorithms and computing paradigms that can meet the privacy protection requirements of manufacturing systems. Therefore, an integrated decision-making framework called Pythagorean fuzzy-entropy -rank sum-Combined Compromise Solution (PF-entropy-RS-CoCoSo) is developed in this study, including two main phases. In the first phase, the PF-entropy-RS method is applied to obtain the subjective and objective weights of criteria to evaluate the technical challenges of transforming blockchain technology for a sustainable manufacturing paradigm in the Industry 4.0 era. The PF-CoCoSo model is then utilized in the second phase to assess the preferences of organizations over different technical challenges of the blockchain technology trans-formation for the sustainable manufacturing paradigm in the Industry 4.0 era. An empirical case study is taken to assess the main technical challenges of blockchain technology transformation for the sustainable manufacturing paradigm. Furthermore, a comparison analysis and a sensitivity investigation are made to demonstrate the su-periority of the developed framework.
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页数:15
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