Digital-Twins towards Cyber-Physical Systems: A Brief Survey

Amir Parnianifard, Siwanart Jearavongtakul, P. Sasithong, Nitinun Sinpan, Suvit Poomrittigul, Ambar Bajpai, P. Vanichchanunt, L. Wuttisittikulkij
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Abstract

. Cyber-Physical Systems (CPS) are integrations of computation and physical processes. Physical processes are monitored and controlled by embedded computers and networks, which frequently have feedback loops where physical processes affect computations and vice versa. To ease the analysis of a system, the costly physical plants can be replaced by the high-fidelity virtual models that provide a framework for Digital-Twins (DT). This paper aims to briefly review the state-of-the-art and recent developments in DT and CPS. Three main components in CPS, including communication, control, and computation, are reviewed. Besides, the main tools and methodologies required for implementing practical DT are discussed by following the main applications of DT in the fourth industrial revolution through aspects of smart manufacturing, sixth wireless generation (6G), health, production, energy, and so on. Finally, the main limitations and ideas for future remarks are talked about followed by a short guideline for real-world application of DT towards CPS.
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面向信息物理系统的数字孪生:简要综述
。信息物理系统(CPS)是计算和物理过程的集成。物理过程由嵌入式计算机和网络监视和控制,这些计算机和网络经常具有反馈循环,其中物理过程影响计算,反之亦然。为了简化对系统的分析,可以用高保真度的虚拟模型取代昂贵的物理设备,为数字孪生(DT)提供框架。本文旨在简要回顾DT和CPS的最新发展。综述了CPS的三个主要组成部分,包括通信、控制和计算。此外,通过智能制造,第六代无线(6G),健康,生产,能源等方面的第四次工业革命中,通过跟踪DT的主要应用,讨论了实施实际DT所需的主要工具和方法。最后,讨论了未来评论的主要限制和想法,然后是DT对CPS的实际应用的简短指导。
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发文量
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审稿时长
20 weeks
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