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Adaptive T-S FRBF-based Risk Assessment Method for Electric Power Communication Network |
Qingtao Zeng, Xuesong Qiu, Zhipeng Gao, Luoming Meng |
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Abstract As the developing of electric power communication network, it needs
high security in order to provide reliable service for power
communication services. In order to detect, analyze and reckon the
potential risk in electric power communication network, we propose
an effective way to assess the risk with artificial neural networks
in this paper. There mainly have three parts: Firstly, we integrate
subjective and objective indexes into establishing the evaluation
index system for supporting risk assessment model. Secondly, risk
assessment model is constructed with adaptive T-S Fuzzy Radial Basis
Function network. And then we train the relationship between risk
value and evaluation indexes to assess risk level with risk
assessment model. Finally, risk assessment model is verified in the
simulation and we use risk value to make policy for avoiding
potential risk.
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