Time-Dependent Unavailability Exploration of Interconnected Urban Power Grid and Communication Network

IF 1.8 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Algorithms Pub Date : 2023-12-10 DOI:10.3390/a16120561
Matěj Vrtal, R. Fujdiak, Jan Benedikt, P. Praks, R. Briš, Michal Ptacek, Petr Toman
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Abstract

This paper presents a time-dependent reliability analysis created for a critical energy infrastructure use case, which consists of an interconnected urban power grid and a communication network. By utilizing expert knowledge from the energy and communication sectors and integrating the renewal theory of multi-component systems, a representative reliability model of this interconnected energy infrastructure, based on real network located in the Czech Republic, is established. This model assumes reparable and non-reparable components and captures the topology of the interconnected infrastructure and reliability characteristics of both the power grid and the communication network. Moreover, a time-dependent reliability assessment of the interconnected system is provided. One of the significant outputs of this research is the identification of the critical components of the interconnected network and their interdependencies by the directed acyclic graph. Numerical results indicate that the original design has an unacceptable large unavailability. Thus, to improve the reliability of the interconnected system, a slightly modified design, in which only a limited number of components in the system are modified to keep the additional costs of the improved design limited, is proposed. Consequently, numerical results indicate reducing the unavailability of the improved interconnected system in comparison with the initial reliability design. The proposed unavailability exploration strategy is general and can bring a valuable reliability improvement in the power and communication sectors.
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互联城市电网和通信网络随时间变化的不可用性探索
本文介绍了一种针对关键能源基础设施使用案例的随时间变化的可靠性分析,该使用案例由相互连接的城市电网和通信网络组成。通过利用能源和通信领域的专家知识,并结合多组件系统的更新理论,以捷克共和国的实际网络为基础,建立了该互联能源基础设施的代表性可靠性模型。该模型假定了可修复和不可修复的组件,并捕捉到了互联基础设施的拓扑结构以及电网和通信网络的可靠性特征。此外,还对互联系统的可靠性进行了随时间变化的评估。这项研究的重要成果之一是通过有向无环图确定了互联网络的关键组件及其相互依存关系。数值结果表明,原始设计具有不可接受的高不可用性。因此,为了提高互联系统的可靠性,提出了一种略有改动的设计,即只对系统中有限的几个组件进行改动,以限制改进设计所带来的额外成本。因此,数值结果表明,与最初的可靠性设计相比,改进后互联系统的不可用性有所降低。所提出的不可用性探索策略具有普遍性,可为电力和通信领域带来有价值的可靠性改进。
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来源期刊
Algorithms
Algorithms Mathematics-Numerical Analysis
CiteScore
4.10
自引率
4.30%
发文量
394
审稿时长
11 weeks
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