An Effective Reliability Evaluation Method for Power Communication Network Based on Community Structure

HARI MOHAN PANDEY, Qi Li, Zehong Cao, M Tanveer, Chen Wang

Research output: Contribution to journalArticle

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Abstract

The reliability evaluation of power communication network is beneficial for the improvement of stable operation of the power system and the robustness of the power grid.
However, the existing reliability evaluation models of the power communication network cannot meet the current situation of timeliness performance, due to rapidly increasing scale and complexity of information across varying services. In this study, we used the complex network theory to analyze the structure of power communication network and constructed the evaluation index of node (link) reliability of power communication network based on community reliability. Compared with the traditional reliability indexes, our index not only considers the influence of the environment of the node (link) on the single structure of the power communication network, but also possess the reliability evaluation rate of the node (link), which have the opportunities for improving the performance of the reliability evaluation of the wide-area power communication network. To verify the rationality of the index, we developed random, low reliability and high-betweenness deliberate attacks to attack the designated node (link), and compared the network efficiency before and after the attack. Based on the simulation results, it can verify the rationality and superiority of our proposed evaluation index.
Original languageEnglish
JournalIEEE Transactions on Industry Applications
Publication statusAccepted/In press - 4 Nov 2019

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Telecommunication networks
Circuit theory
Complex networks

Keywords

  • Complex network
  • security
  • community structure
  • power communication network
  • reliability

Cite this

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title = "An Effective Reliability Evaluation Method for Power Communication Network Based on Community Structure",
abstract = "The reliability evaluation of power communication network is beneficial for the improvement of stable operation of the power system and the robustness of the power grid.However, the existing reliability evaluation models of the power communication network cannot meet the current situation of timeliness performance, due to rapidly increasing scale and complexity of information across varying services. In this study, we used the complex network theory to analyze the structure of power communication network and constructed the evaluation index of node (link) reliability of power communication network based on community reliability. Compared with the traditional reliability indexes, our index not only considers the influence of the environment of the node (link) on the single structure of the power communication network, but also possess the reliability evaluation rate of the node (link), which have the opportunities for improving the performance of the reliability evaluation of the wide-area power communication network. To verify the rationality of the index, we developed random, low reliability and high-betweenness deliberate attacks to attack the designated node (link), and compared the network efficiency before and after the attack. Based on the simulation results, it can verify the rationality and superiority of our proposed evaluation index.",
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year = "2019",
month = "11",
day = "4",
language = "English",
journal = "IEEE Transactions on Industry Applications",
issn = "0093-9994",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

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An Effective Reliability Evaluation Method for Power Communication Network Based on Community Structure. / PANDEY, HARI MOHAN; Li, Qi; Cao, Zehong; Tanveer, M; Wang, Chen .

In: IEEE Transactions on Industry Applications, 04.11.2019.

Research output: Contribution to journalArticle

TY - JOUR

T1 - An Effective Reliability Evaluation Method for Power Communication Network Based on Community Structure

AU - PANDEY, HARI MOHAN

AU - Li, Qi

AU - Cao, Zehong

AU - Tanveer, M

AU - Wang, Chen

PY - 2019/11/4

Y1 - 2019/11/4

N2 - The reliability evaluation of power communication network is beneficial for the improvement of stable operation of the power system and the robustness of the power grid.However, the existing reliability evaluation models of the power communication network cannot meet the current situation of timeliness performance, due to rapidly increasing scale and complexity of information across varying services. In this study, we used the complex network theory to analyze the structure of power communication network and constructed the evaluation index of node (link) reliability of power communication network based on community reliability. Compared with the traditional reliability indexes, our index not only considers the influence of the environment of the node (link) on the single structure of the power communication network, but also possess the reliability evaluation rate of the node (link), which have the opportunities for improving the performance of the reliability evaluation of the wide-area power communication network. To verify the rationality of the index, we developed random, low reliability and high-betweenness deliberate attacks to attack the designated node (link), and compared the network efficiency before and after the attack. Based on the simulation results, it can verify the rationality and superiority of our proposed evaluation index.

AB - The reliability evaluation of power communication network is beneficial for the improvement of stable operation of the power system and the robustness of the power grid.However, the existing reliability evaluation models of the power communication network cannot meet the current situation of timeliness performance, due to rapidly increasing scale and complexity of information across varying services. In this study, we used the complex network theory to analyze the structure of power communication network and constructed the evaluation index of node (link) reliability of power communication network based on community reliability. Compared with the traditional reliability indexes, our index not only considers the influence of the environment of the node (link) on the single structure of the power communication network, but also possess the reliability evaluation rate of the node (link), which have the opportunities for improving the performance of the reliability evaluation of the wide-area power communication network. To verify the rationality of the index, we developed random, low reliability and high-betweenness deliberate attacks to attack the designated node (link), and compared the network efficiency before and after the attack. Based on the simulation results, it can verify the rationality and superiority of our proposed evaluation index.

KW - Complex network

KW - security

KW - community structure

KW - power communication network

KW - reliability

M3 - Article

JO - IEEE Transactions on Industry Applications

JF - IEEE Transactions on Industry Applications

SN - 0093-9994

ER -