Risk modeling and optimization approach for system protection communication networks

Xinting Hu, Wenjing Li, Peng Yu, Fangzheng Chen, Fangzheng Chen, Yuan Tian
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引用次数: 2

Abstract

System Protection Communication Network (SPCN) is a new type of high-speed, real-time, secure and reliable communication network proposed in China supporting services such as AC/DC control, pumped storage control etc. In order to reduce the impact of SPCN failure on electric power system, this paper proposes a risk modeling and optimization approach. Firstly, we build a risk model to analyze the dynamic link and service risk from aspects of failure probability and its impact value. Then, we construct a risk optimization problem aiming at minimizing the link risk balance degree with service quality and risk constraints, and propose improved genetic algorithm to solve it. Based on part of network topology from a Chinese province, simulation results show that the proposed approach can make SPCN more reliable comparing to other methods when link failure occurs.
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系统保护通信网络的风险建模与优化方法
系统保护通信网络(SPCN)是国内提出的一种支持交直流控制、抽水蓄能控制等业务的高速、实时、安全、可靠的新型通信网络。为了降低SPCN故障对电力系统的影响,本文提出了一种风险建模和优化方法。首先,建立风险模型,从失效概率及其影响值两个方面对动态环节和服务风险进行分析。在此基础上,构建了以服务质量和风险约束下链路风险平衡程度最小为目标的风险优化问题,并提出了改进的遗传算法进行求解。以中国某省的部分网络拓扑为例,仿真结果表明,当链路发生故障时,该方法比其他方法更可靠。
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