随着工业4.0技术的引入,生产单元现代化的困难和挑战

IF 4.5 Q1 MANAGEMENT Benchmarking-An International Journal Pub Date : 2023-08-24 DOI:10.1108/bij-02-2023-0071
Pedro Guilherme Sanches Contieri, A. Hassui, L. A. Santa-Eulalia, T. Sigahi, I. Rampasso, G. Moraes, R. Anholon
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引用次数: 0

摘要

目的工业4.0的异质性为研究制造商转型过程中遇到的困难和挑战提供了机会。本文旨在对工业3.0自动化单元向工业4.0完全自主单元的现代化过程进行批判性分析。目的是阐明在这一过渡过程中发现的困难和克服挑战的可能方法,重点放在管理角度。为此,定义了技术转型所需的步骤,并应用了主要的工业4.0支持技术,例如应用机器学习算法来控制铣削过程中的质量参数。发现的主要挑战与单元中存在的设备过时,数据集成和通信协议方面的挑战以及项目团队中积极工作人员的培训有关。根据文献中类似的研究,讨论了所面临的困难以及每个挑战的可能解决方案。原创性/价值对现代化进程中可能存在的障碍的理解,以及对这一过渡的逐步定义,对于从事制造业的专业人士和旨在深化世界工业化这一重要和破坏性阶段研究的研究人员来说,是重要的参考。
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Difficulties and challenges in the modernization of a production cell with the introduction of Industry 4.0 technologies
PurposeThe heterogeneous character of Industry 4.0 opens opportunities for studies to understand the difficulties and challenges found in the transformation process of manufacturers. This article aims to present a critical analysis of the modernization process of an Industry 3.0 automated cell into a fully autonomous cell of Industry 4.0. The objective is to elucidate the difficulties found in this transition process and the possible ways to overcome the challenges, focusing on the management perspective.Design/methodology/approachFor this, the needed steps for the technology transition were defined and the main I4.0 enabling technologies were applied, such as the application of machine learning algorithms to control quality parameters in milling.FindingsThe main challenges found were related to the obsolescence of the equipment present in the cell, challenges in data integration and communication protocols, in addition to the training of people who work actively in the project team. The difficulties faced were discussed based on similar studies in the literature and possible solutions for each challenge.Originality/valueThis understanding of possible barriers in the modernization process, and the step-by-step defined for this transition, can be important references for professionals working in manufacturing industries and researchers who aim to deepen their studies in this important and disruptive stage of world industrialization.
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来源期刊
CiteScore
10.40
自引率
16.10%
发文量
154
期刊介绍: Benchmarking is big news for companies committed to total quality programmes. Its enthusiastic reception by many prominent business figures has created high levels of interest in a technique which promises big rewards for co-operating partners. Yet, like total quality itself, it must be understood in its proper context, and implemented single mindedly if it is to be effective - this journal helps companies to decide if benchmarking is right for them, and shows them how to go about it successfully.
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