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Modeling Interdependencies with Complex Network Theory in a Combined Electrical Power and ICT System

机译:在电力和ICT组合系统中使用复杂网络理论对相互依赖性进行建模

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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.
机译:信息和通信技术(ICT)在未来的电力系统中的广泛集成将电力系统转换为网络物理系统(CPS),从而使其成为系统级系统。这种新的系统拓扑结构在电力系统中的网络部分与物理部分之间建立了相互依存的关系,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,例如停电和停电。对于电力系统运营商而言,重要的是要了解系统的新复杂性以及如何应对这些新变化,以确保安全的系统运行和供电安全。本文着重介绍复杂网络理论,作为发现和衡量系统节点在电气配电和通信网络中的重要性的方法,包括电气和ICT。有两种不同的方法可用来衡量重要性:1)中间性中心和2)节点攻击方法。通过案例研究对这些方法进行了评估,发现这些方法适用于捕获组合的电力和通信网络中的重要节点。

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