Research on Key Node Identification Method of Transmission Network based on Improved PageRank Algorithm

被引：0

作者：

Cheng Wenji ^{[1
]}

Yang Bo ^{[1
]}

Zhang Ruigang ^{[1
]}

Wu Qiong ^{[1
]}

Zhu Binsha ^{[1
]}

Liu Zengbo ^{[1
]}

Xi Hang ^{[1
]}

Niu Kai ^{[1
]}

机构：

[1] Xian Thermal Power Res Inst Co Ltd, Xian 710054, Peoples R China

来源：

2022 41ST CHINESE CONTROL CONFERENCE (CCC) | 2022年

关键词：

Improved PageRank algorithm; load loss; transmission capacity;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In order to effectively identify the key nodes before power grid failure, an improved PageRank algorithm is proposed to identify the key nodes in power system. Firstly, establish undirected network, introduce power flow and establish network model. Secondly, the node types are divided and the transmission matrix is established. Finally, according to the equivalent impedance value, the Google electric matrix is established to form an improved PageRank algorithm to identify the key nodes in the power system. The simulation results of IEEE 39 bus system show that this method is feasible and effective in terms of load loss and transmission capacity.

引用

页码：5056 / 5061

页数：6

共 50 条

[21] Intelligent Identification Algorithm of Key Nodes in Kill web Networks Based on PageRank
Wang, Di
Zhang, Mengyu
Wu, Kun
Xu, Chen
Li, Junjie
Gao, Liang
2024 10TH INTERNATIONAL CONFERENCE ON BIG DATA AND INFORMATION ANALYTICS, BIGDIA 2024, 2024, : 649 - 654
[22] The search method for key transmission sections based on an improved spectral clustering algorithm
Lin, Jiliang
Liu, Min
FRONTIERS IN ENERGY RESEARCH, 2024, 12
[23] A wireless sensor network node redeployment method based on improved leapfrog algorithm
Zhang, Bin
Wang, Xinhua
International Journal of Information and Communication Technology, 2024, 24 (01) : 33 - 47
[24] Research on Social Network Public Opinion Control Strategy Based on Key Node Identification
Cui, Xuelian
Dong, Haitao
Computer Engineering and Applications, 2024, 60 (20) : 262 - 273
[25] An improved node algorithm based on the evaluation of weighted network node importance
Lin DengWei
JOURNAL OF ALGORITHMS & COMPUTATIONAL TECHNOLOGY, 2018, 12 (01) : 62 - 68
[26] An improved PageRank algorithm based on web content
Zhou Hao
Pu Qiumei
Zhang Hong
Sha Zhihao
14TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS, ENGINEERING AND SCIENCE (DCABES 2015), 2015, : 284 - 287
[27] An Improved BA Model Based on the PageRank Algorithm
Guo, Chonghui
Zhang, Liang
2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 11500 - +
[28] A Secure Transmission Method of Network Communication Data Based on Symmetric Key Encryption Algorithm
Wentian Cai
Huijun Yao
Wireless Personal Communications, 2022, 127 : 341 - 352
[29] A Secure Transmission Method of Network Communication Data Based on Symmetric Key Encryption Algorithm
Cai, Wentian
Yao, Huijun
WIRELESS PERSONAL COMMUNICATIONS, 2022, 127 (01) : 341 - 352
[30] Prediction of Transportation Network Based on PageRank Algorithm
Zhang, Tongbo
Li, Guangli
Xu, Yue
Yang, Yang
Lu, Shuai
PROCEEDINGS OF THE 2016 5TH INTERNATIONAL CONFERENCE ON ADVANCED MATERIALS AND COMPUTER SCIENCE, 2016, 80 : 88 - 94

← 1 2 3 4 5 →