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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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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1724870102703144960 |