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将数字孪生概念融入可重构制造系统(RMS)评估:文献综述与研究趋势

Integrating the digital twin concept into the evaluation of reconfigurable manufacturing systems (RMS): literature review and research trend.

作者信息

Touckia Jesus Kombaya

机构信息

University of Paris 8, Laboratory Quartz, 140 Rue de la Nouvelle France, 93100 Montreuil, France.

出版信息

Int J Adv Manuf Technol. 2023;126(3-4):875-889. doi: 10.1007/s00170-023-10902-7. Epub 2023 Mar 7.

Abstract

With the rapid advent of new information technologies (Big Data analytics, cyber-physical systems, such as IoT, cloud computing and artificial intelligence), digital twins are being used more and more in smart manufacturing. Despite the fact that their use in industry has attracted the attention of many practitioners and researchers, there is still a need for an integrated and comprehensive digital twin framework for reconfigurable manufacturing systems. To close this research gap, we present evidence from a systematic literature review, including 76 papers from high-quality journals. This paper presents the current research trends on evaluation and the digital twin in reconfigurable manufacturing systems, highlighting application areas and key methodologies and tools. The originality of this paper lies in its proposal of interesting avenues for future research on the integration of the digital twin in the evaluation of RMS. The benefits of digital twins are multiple such as evaluation of current and future capabilities of an RMS during its life cycle, early discovery of system performance deficiencies and production optimization. The idea is to implement a digital twin that links the virtual and physical environments. Finally, important issues and emerging trends in the literature are highlighted to encourage researchers and practitioners to develop studies in this area that are strongly related to the Industry 4.0 environment.

摘要

随着新信息技术(大数据分析、网络物理系统,如物联网、云计算和人工智能)的迅速出现,数字孪生在智能制造中的应用越来越广泛。尽管其在工业中的应用已引起众多从业者和研究人员的关注,但对于可重构制造系统而言,仍需要一个集成且全面的数字孪生框架。为了弥补这一研究空白,我们通过系统的文献综述提供了证据,该综述涵盖了76篇来自高质量期刊的论文。本文介绍了可重构制造系统中评估和数字孪生的当前研究趋势,突出了应用领域以及关键方法和工具。本文的原创性在于其为数字孪生在可重构制造系统评估中的未来研究提出了有趣的方向。数字孪生的好处是多方面的,例如在其生命周期内评估可重构制造系统的当前和未来能力、尽早发现系统性能缺陷以及实现生产优化。其理念是实现一个连接虚拟环境和物理环境的数字孪生。最后,文中强调了文献中的重要问题和新出现的趋势,以鼓励研究人员和从业者开展与工业4.0环境密切相关的该领域研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a62c/9990977/bdc292530404/170_2023_10902_Fig1_HTML.jpg

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