基于单值中性环境下todim算术和几何聚合算子的新兴经济体工业5.0障碍及其缓解策略研究

IF 10.1 2区 工程技术 Q1 ENGINEERING, MECHANICAL Facta Universitatis-Series Mechanical Engineering Pub Date : 2023-10-31 DOI:10.22190/fume230616020d
Nagarajan Deivanayagampillai, Kavikumar Jacob, Gobinath Vellapalayam Manohar, Said Broumi
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引用次数: 0

摘要

工业5.0的接受度正在加快,但研究仍处于起步阶段,现有的研究只涵盖了特定环境障碍的一小部分。本研究旨在列举所有潜在的障碍,对它们进行定量排序,并在组织层面评估采用工业5.0的相互依赖性。为了实现这一目标,我们全面回顾了文献,确定了障碍,并使用称为单值嗜中性TODIM的多标准决策方法调查了因果关系。单值嗜中性集(SVNS)集成在现实世界中用于处理不确定性和不确定性。建议的策略使专家能够进行群体决策,重点是对较小的标准值集合进行排序,并与决策试验和评估实验室方法(DEMATEL)进行比较。根据调查结果,最大的障碍是费用和资金体系、能力可扩展性、技能提升和人力再培训。因此,为决策创造了一个舒适的氛围,使专家能够在做出选择的同时处理可接受的数据量。
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INVESTIGATION OF INDUSTRY 5.0 HURDLES AND THEIR MITIGATION TACTICS IN EMERGING ECONOMIES BY TODIM ARITHMETIC AND GEOMETRIC AGGREGATION OPERATORS IN SINGLE VALUE NEUTROSOPHIC ENVIRONMENT
Industry 5.0 acceptance is accelerating, but research is still in its infancy, and existing research covers a small subset of context-specific obstacles. This study aims to enumerate all potential obstacles, quantitatively rank them, and assess interdependencies at the organizational level for Industry 5.0 adoption. To achieve this, we thoroughly review the literature, identify obstacles, and investigate causal relationships using a multi-criteria decision-making approach called single value Neutrosophic TODIM. Single-valued Neutrosophic sets (SVNS) ensembles are employed in a real-world setting to deal with uncertainty and indeterminacy. The suggested strategy enables the experts to conduct group decision-making by focusing on ranking the smaller collection of criterion values and the comparison with the decision-making trial and evaluation laboratory method (DEMATEL). According to the findings, the most significant hurdles are expenses and the funding system, capacity scalability, upskilling, and reskilling of human labor. As a result, a comfortable atmosphere is produced for decision-making, enabling the experts to handle an acceptable amount of data while still making choices.
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来源期刊
CiteScore
14.40
自引率
2.50%
发文量
12
审稿时长
6 weeks
期刊介绍: Facta Universitatis, Series: Mechanical Engineering (FU Mech Eng) is an open-access, peer-reviewed international journal published by the University of Niš in the Republic of Serbia. It publishes high-quality, refereed papers three times a year, encompassing original theoretical and/or practice-oriented research as well as extended versions of previously published conference papers. The journal's scope covers the entire spectrum of Mechanical Engineering. Papers undergo rigorous peer review to ensure originality, relevance, and readability, maintaining high publication standards while offering a timely, comprehensive, and balanced review process.
期刊最新文献
INJURY FREQUENCY IN ARTISTIC GYMNASTICS – A SYSTEMATIC REVIEW A HYBRID DEEP LEARNING APPROACH FOR SENTIMENT ANALYSIS IN PRODUCT REVIEWS A NOVEL DISCRETE RAT SWARM OPTIMIZATION ALGORITHM FOR THE QUADRATIC ASSIGNMENT PROBLEM INVESTIGATION OF INDUSTRY 5.0 HURDLES AND THEIR MITIGATION TACTICS IN EMERGING ECONOMIES BY TODIM ARITHMETIC AND GEOMETRIC AGGREGATION OPERATORS IN SINGLE VALUE NEUTROSOPHIC ENVIRONMENT COMPLEX INTUITIONISTIC FUZZY DOMBI PRIORITIZED AGGREGATION OPERATORS AND THEIR APPLICATION FOR RESILIENT GREEN SUPPLIER SELECTION
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