Multi-objective Routing Optimization for Electric Power Communication Network Considering Business Importance

被引:2
|
作者
Du, Zhifeng [1 ]
Chen, Jian [1 ]
Zhang, Yicheng [2 ]
Jiang, Xinyi [1 ]
Lin, Da [3 ]
机构
[1] Shandong Univ, Sch Elect Engn, Jinan, Peoples R China
[2] Agcy Sci Technol & Res, Inst Infocomm Res, Singapore, Singapore
[3] Zhejiang Elect Power Corp, Res Inst, Hangzhou, Peoples R China
基金
国家重点研发计划;
关键词
business importance; information entropy; power communication network; risk; Yen's algorithm;
D O I
10.1109/AEEES51875.2021.9403042
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The path congestion and communication risks of electric power communication network have emerged as the carried businesses are becoming more and more heavy. In this paper, a multi-objective optimization method for power communication network routing considering the importance of the carried businesses is proposed to reduce load imbalance and transmission risk. Firstly, information entropy is introduced as the objective of communication network load balancing optimization. And a risk assessment model for power communication network nodes and links is established. Then fuzzy membership functions are adopted to singularize the two objectives to jointly optimize path congestion and communication risks. The device nodes are dynamically divided according to the carried businesses to pursue the global optimization of the power communication network in which the Yen's algorithm is adopted. Finally, this paper uses the IEEE 30-bus communication network to carry out case simulations and analyzes the proposed method to verify the effectiveness and feasibility.
引用
收藏
页码:959 / 963
页数:5
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