Modelling and Analysis of Smart Grid: A Stochastic Model Checking Case Study

Ender Yüksel, Huibiao Zhu, H. R. Nielson, Heqing Huang, F. Nielson
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引用次数: 11

Abstract

Cyber-physical systems integrate information and communication technology functions to the physical elements of a system for monitoring and controlling purposes. The conversion of traditional power grid into a smart grid, a fundamental example of a cyber-physical system, raises a number of issues that require novel methods and applications. In this context, an important issue is the verification of certain quantitative properties of the system. In this paper, we consider a specific Chinese Smart Grid implementation as a case study and address the verification problem for performance and energy consumption. We employ stochastic model checking approach and present our modelling and analysis study using PRISM model checker.
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智能电网的建模与分析:一个随机模型检验案例研究
网络物理系统将信息和通信技术功能集成到系统的物理元素中,用于监视和控制目的。将传统电网转变为智能电网是网络物理系统的一个基本例子,它提出了许多问题,需要新的方法和应用。在这种情况下,一个重要的问题是验证系统的某些定量特性。在本文中,我们考虑了一个具体的中国智能电网实现作为案例研究,并解决了性能和能耗的验证问题。我们采用随机模型检验方法,并使用PRISM模型检验器进行建模和分析研究。
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