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

被引:2
作者
Vrtal, Matej [1 ]
Fujdiak, Radek [1 ]
Benedikt, Jan [1 ]
Praks, Pavel [2 ]
Bris, Radim [3 ]
Ptacek, Michal [1 ]
Toman, Petr [1 ]
机构
[1] Brno Univ Technol, Fac Elect Engn & Commun, Technicka 3058-10, Brno 61600, Czech Republic
[2] VSB Tech Univ Ostrava, Natl Supercomp Ctr IT4Innovat, Ostrava 70800, Czech Republic
[3] VSB Tech Univ Ostrava, Fac Elect Engn & Comp Sci, Ostrava 70833, Czech Republic
关键词
smart grid; power grid; distribution network; communication network; interconnection; reliability parameters; incident parameters; unavailability quantification; acyclic graph;
D O I
10.3390/a16120561
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
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页数:21
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