Verification of Large Scale Control Systems with Hybrid Digital Models and Digital Twins

K. Semenkov, V. Promyslov, A. Poletykin
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引用次数: 5

Abstract

The paper deals with the problem of the design of digital twins of cyberphysical systems of an Industry 4.0 concept. It analyses and compares properties of models in application to the modeling of digital and physical component of a cyberphysical system. A hybrid model that includes virtual machines and emulators and some real hardware is recommended for the purposes of testing and verification of complex cyberphysical system. The importance of single timescale maintaining within the computer models is emphasized. The real case a hybrid model created for integration tests and cybersecurity researches is described. The achievements and drawbacks of the implemented model are discussed.
基于混合数字模型和数字孪生的大规模控制系统验证
本文讨论了工业4.0概念下网络物理系统的数字孪生设计问题。分析和比较了应用于网络物理系统的数字和物理组件建模的模型的特性。为了测试和验证复杂的网络物理系统,建议采用一种混合模型,其中包括虚拟机和仿真器以及一些真实硬件。强调了在计算机模型中保持单一时间尺度的重要性。描述了一个为集成测试和网络安全研究创建的混合模型。讨论了实现模型的成就和不足。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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