基于复杂网络理论的电力与信息通信技术联合系统相互依赖关系建模

S. F. Myhre, Olav Bjarte Fosso, P. Heegaard, O. Gjerde, G. Kjølle
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引用次数: 8

摘要

信息通信技术(ICT)在未来电力系统中的广泛融合,将电力系统转变为网络物理系统(CPS),成为系统的系统。这种新的系统拓扑结构在电力系统中的网络和物理部分之间建立了相互依赖的关系,并引入了新的可能的漏洞和风险,这些漏洞和风险可能导致不必要的事件,如停电和停电。对于电力系统的操作人员来说,了解系统的新复杂性以及如何应对这些新变化,以确保系统的安全运行和电力供应的安全是非常重要的。本文重点介绍了复杂网络理论作为一种方法来发现和衡量系统节点的重要性,包括电气和ICT,在一个组合的配电和通信网络。有两种不同的方法用于测量重要性,1)中间性中心性和2)节点攻击法。通过实例分析对这些方法进行了评价,发现它们适用于捕获电力和通信联合网络中的重要节点。
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Modeling Interdependencies with Complex Network Theory in a Combined Electrical Power and ICT System
The extensive integration of information and communication technology (ICT) in the future electrical power system transforms the power system to a cyber physical system (CPS), making it a system-of-systems. This new system topology creates interdependent relationships between the cyber and the physical parts in the power system and introduces new possible vulnerabilities and risks which might lead to unwanted events such as outages and blackouts. For electrical power system operators, it is important to understand the new complexity of the system and how to address these new changes in order to ensure safe system operation and security of electricity supply. This paper focuses on the introduction of complex network theory as a method to discover and measure the importance of the system nodes, both electrical and ICT, in a combined electrical power distribution and communication network. There are two different methods used for measuring the importance, 1) betweenness centrality and 2) node attack method. The methods are evaluated through a case study and found suitable in capturing the important nodes in the combined electrical power and communication network.
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