Risk Assessment Method of Power Communication Network Based on Gray Cloud Theory and Matter-Element Extension Model Coupling

被引:0
|
作者
Chen, Xiaojuan [1 ]
Xu, Linlin [1 ]
Li, Xue [1 ]
Cong, Li [2 ]
机构
[1] Changchun Univ Sci & Technol, Coll Elect Informat Engn, Changchun 130000, Peoples R China
[2] Informat & Commun Co State Grid Jilin Prov Elect C, Changchun 130000, Peoples R China
来源
IEEE ACCESS | 2024年 / 12卷
关键词
Gray cloud theory; matter-element extension model; triangular modulus operator; comprehensive risk assessment; SYSTEMS;
D O I
10.1109/ACCESS.2023.3346678
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the deepening of the integration of power system and communication network.The failure of the power communication network often leads to a cascading failure of the power system. Evaluating the potential risks in the power communication network is crucial to ensure the stable operation of the power system. This paper proposes a comprehensive risk assessment method for qualitative and quantitative measures. Firstly, an index system for risk assessment, considering both static structure and dynamic operation, is established. The optimal weight of each index is determined using the combination game weighting method. Additionally, a risk assessment model for the power communication network is established by coupling gray cloud theory and matter-element extension model. The fuzzy theory's triangular modulus operator is utilized to fuse three types of fault probabilities, quantify the risk value of the power communication network, and assign it a grade. Finally, experimental results demonstrate that this method improves discrimination degree by 1.2%, 92%, and 85% respectively compared to other traditional algorithms.
引用
收藏
页码:47581 / 47593
页数:13
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