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The Vulnerability of the Power Grid Structure: A System Analysis Based on Complex Network Theory

The safety and reliability of the power grid are related to national power security, economic development and people’s daily life. The occurrence of extreme weather changes the external environment greatly. Including generators and transmission lines, many power grid units cannot resist such a huge...

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Autores principales: Xie, Banghua, Tian, Xiaoge, Kong, Liulin, Chen, Weiming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8587080/
https://www.ncbi.nlm.nih.gov/pubmed/34770403
http://dx.doi.org/10.3390/s21217097
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author Xie, Banghua
Tian, Xiaoge
Kong, Liulin
Chen, Weiming
author_facet Xie, Banghua
Tian, Xiaoge
Kong, Liulin
Chen, Weiming
author_sort Xie, Banghua
collection PubMed
description The safety and reliability of the power grid are related to national power security, economic development and people’s daily life. The occurrence of extreme weather changes the external environment greatly. Including generators and transmission lines, many power grid units cannot resist such a huge attack and get damaged easily, which forces units to quit from the power grid running system for a while. Furthermore, if the number of influenced units is high enough, the whole power system will be destroyed by cascading failure caused by extreme weather. Aiming at dealing with the cascading failure emergencies, this paper is trying to improve the traditional power structural vulnerability model so that it can be used to discuss extreme weather and propose a theoretical topological model to help scholars measure the damage caused by extreme cases. Based on previous research in this field, this paper utilizes complex network knowledge to build the power grid topology model. Then, considering extreme cases and the three attack modes simulation process, this paper makes use of the characteristic parameters of the power grid topology model and designs an algorithm, according to the realistic situation of the propagation mechanism of cascading failure of the power grid model as well as extreme weather research. Finally, taking IEEE-30 and IEEE-118 node bus system as examples, which shows that the structural vulnerability method proposed in this paper can properly address the mechanism of unbalanced load of cascading failure of power grid units under extreme conditions and can provide theoretical reference for preventing and reducing the impact of extreme cases on power grid which improves the reliability of the power grid.
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spelling pubmed-85870802021-11-13 The Vulnerability of the Power Grid Structure: A System Analysis Based on Complex Network Theory Xie, Banghua Tian, Xiaoge Kong, Liulin Chen, Weiming Sensors (Basel) Article The safety and reliability of the power grid are related to national power security, economic development and people’s daily life. The occurrence of extreme weather changes the external environment greatly. Including generators and transmission lines, many power grid units cannot resist such a huge attack and get damaged easily, which forces units to quit from the power grid running system for a while. Furthermore, if the number of influenced units is high enough, the whole power system will be destroyed by cascading failure caused by extreme weather. Aiming at dealing with the cascading failure emergencies, this paper is trying to improve the traditional power structural vulnerability model so that it can be used to discuss extreme weather and propose a theoretical topological model to help scholars measure the damage caused by extreme cases. Based on previous research in this field, this paper utilizes complex network knowledge to build the power grid topology model. Then, considering extreme cases and the three attack modes simulation process, this paper makes use of the characteristic parameters of the power grid topology model and designs an algorithm, according to the realistic situation of the propagation mechanism of cascading failure of the power grid model as well as extreme weather research. Finally, taking IEEE-30 and IEEE-118 node bus system as examples, which shows that the structural vulnerability method proposed in this paper can properly address the mechanism of unbalanced load of cascading failure of power grid units under extreme conditions and can provide theoretical reference for preventing and reducing the impact of extreme cases on power grid which improves the reliability of the power grid. MDPI 2021-10-26 /pmc/articles/PMC8587080/ /pubmed/34770403 http://dx.doi.org/10.3390/s21217097 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Xie, Banghua
Tian, Xiaoge
Kong, Liulin
Chen, Weiming
The Vulnerability of the Power Grid Structure: A System Analysis Based on Complex Network Theory
title The Vulnerability of the Power Grid Structure: A System Analysis Based on Complex Network Theory
title_full The Vulnerability of the Power Grid Structure: A System Analysis Based on Complex Network Theory
title_fullStr The Vulnerability of the Power Grid Structure: A System Analysis Based on Complex Network Theory
title_full_unstemmed The Vulnerability of the Power Grid Structure: A System Analysis Based on Complex Network Theory
title_short The Vulnerability of the Power Grid Structure: A System Analysis Based on Complex Network Theory
title_sort vulnerability of the power grid structure: a system analysis based on complex network theory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8587080/
https://www.ncbi.nlm.nih.gov/pubmed/34770403
http://dx.doi.org/10.3390/s21217097
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