Community-Based Link-Addition Strategies for Mitigating Cascading Failures in Modern Power Systems

The propagation of cascading failures of modern power systems is mainly constrained by the network topology and system parameter. In order to alleviate the cascading failure impacts, it is necessary to adjust the original network topology considering the geographical factors, construction costs and...

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Main Authors: Po Hu, Lily Lee
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Processes
Subjects:
Online Access:https://www.mdpi.com/2227-9717/8/2/126
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spelling doaj-529774d9d43e49129df1cb19a3f7d78c2020-11-25T02:20:45ZengMDPI AGProcesses2227-97172020-01-018212610.3390/pr8020126pr8020126Community-Based Link-Addition Strategies for Mitigating Cascading Failures in Modern Power SystemsPo Hu0Lily Lee1School of Electrical Engineering and Automation, Wuhan University, Wuhan 430072, ChinaSchool of Electrical Engineering and Automation, Wuhan University, Wuhan 430072, ChinaThe propagation of cascading failures of modern power systems is mainly constrained by the network topology and system parameter. In order to alleviate the cascading failure impacts, it is necessary to adjust the original network topology considering the geographical factors, construction costs and requirements of engineering practice. Based on the complex network theory, the power system is modeled as a directed graph. The graph is divided into communities based on the Fast−Newman algorithm, where each community contains at least one generator node. Combined with the islanding characteristics and the node vulnerability, three low-degree-node-based link-addition strategies are proposed to optimize the original topology. A new evaluation index combining with the attack difficulty and the island ratio is proposed to measure the impacts on the network under sequential attacks. From the analysis of the experimental results of three attack scenarios, this study adopts the proposed strategies to enhance the network connectivity and improve the robustness to some extent. It is therefore helpful to guide the power system cascading failure mitigation strategies and network optimization planning.https://www.mdpi.com/2227-9717/8/2/126power systemscomplex network theoryfast–newman algorithmlink-addition strategycascading failures
collection DOAJ
language English
format Article
sources DOAJ
author Po Hu
Lily Lee
spellingShingle Po Hu
Lily Lee
Community-Based Link-Addition Strategies for Mitigating Cascading Failures in Modern Power Systems
Processes
power systems
complex network theory
fast–newman algorithm
link-addition strategy
cascading failures
author_facet Po Hu
Lily Lee
author_sort Po Hu
title Community-Based Link-Addition Strategies for Mitigating Cascading Failures in Modern Power Systems
title_short Community-Based Link-Addition Strategies for Mitigating Cascading Failures in Modern Power Systems
title_full Community-Based Link-Addition Strategies for Mitigating Cascading Failures in Modern Power Systems
title_fullStr Community-Based Link-Addition Strategies for Mitigating Cascading Failures in Modern Power Systems
title_full_unstemmed Community-Based Link-Addition Strategies for Mitigating Cascading Failures in Modern Power Systems
title_sort community-based link-addition strategies for mitigating cascading failures in modern power systems
publisher MDPI AG
series Processes
issn 2227-9717
publishDate 2020-01-01
description The propagation of cascading failures of modern power systems is mainly constrained by the network topology and system parameter. In order to alleviate the cascading failure impacts, it is necessary to adjust the original network topology considering the geographical factors, construction costs and requirements of engineering practice. Based on the complex network theory, the power system is modeled as a directed graph. The graph is divided into communities based on the Fast−Newman algorithm, where each community contains at least one generator node. Combined with the islanding characteristics and the node vulnerability, three low-degree-node-based link-addition strategies are proposed to optimize the original topology. A new evaluation index combining with the attack difficulty and the island ratio is proposed to measure the impacts on the network under sequential attacks. From the analysis of the experimental results of three attack scenarios, this study adopts the proposed strategies to enhance the network connectivity and improve the robustness to some extent. It is therefore helpful to guide the power system cascading failure mitigation strategies and network optimization planning.
topic power systems
complex network theory
fast–newman algorithm
link-addition strategy
cascading failures
url https://www.mdpi.com/2227-9717/8/2/126
work_keys_str_mv AT pohu communitybasedlinkadditionstrategiesformitigatingcascadingfailuresinmodernpowersystems
AT lilylee communitybasedlinkadditionstrategiesformitigatingcascadingfailuresinmodernpowersystems
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