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Wireless Networks
Published in: Wireless Networks 5/2021

18-02-2020

Link importance-based network recovery for large-scale failures in smart grids

Authors: Huibin Jia, Yonghe Gai, Dongfang Xu, Yincheng Qi, Hongda Zheng

Published in: Wireless Networks | Issue 5/2021

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Abstract

Large-scale natural disaster or malicious attacks could cause serious damages to the communication network in smart grids. If the damaged network cannot be recovered timely, greater threat will be brought to the secure and stable operation of smart grids. In this paper, a link importance-based network recovery method for large-scale failures in smart grids has been proposed. Firstly, the link importance for the network can be obtained according to the link importance for the service type and the importance of the service type for the network; secondly, a network recovery model, which is 0–1 integer programming, has been established to recover more important communication services with limited recovery resources; finally, we propose a heuristic algorithm to solve the problem and reduce the computational expenditure. The simulation experiments are carried out to evaluate the performance of the proposed algorithm. The simulation results illustrate that our network recovery method is applicable to the large-scale failures and the link which carries the high-priority service can be first recovered in this paper, thus which further ensures the safe and stable operation of smart grids.
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Appendix
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Metadata
Title
Link importance-based network recovery for large-scale failures in smart grids
Authors
Huibin Jia
Yonghe Gai
Dongfang Xu
Yincheng Qi
Hongda Zheng
Publication date
18-02-2020
Publisher
Springer US
Published in
Wireless Networks / Issue 5/2021
Print ISSN: 1022-0038
Electronic ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-019-02219-9

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