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

Zhifeng Du, Jian Chen, Yicheng Zhang, Xinyi Jiang, Da Lin
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引用次数: 2

Abstract

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.
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考虑业务重要性的电力通信网多目标路由优化
随着承载业务的日益繁重,电力通信网的路径拥堵和通信风险已经显现出来。本文提出了一种考虑承载业务重要性的电力通信网络路由多目标优化方法,以降低负载不均衡和传输风险。首先,引入信息熵作为通信网络负载均衡优化的目标。建立了电力通信网络节点和链路的风险评估模型。然后采用模糊隶属函数对两个目标进行奇异化,共同优化路径拥塞和通信风险。根据承载业务动态划分设备节点,追求采用Yen算法的电力通信网络的全局优化。最后,本文利用IEEE 30总线通信网络进行了实例仿真,对所提方法进行了分析,验证了所提方法的有效性和可行性。
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