Research on optimization of power line carrier communication routing algorithm for low-voltage distribution network,International Transactions on Electrical Energy Systems

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Research on optimization of power line carrier communication routing algorithm for low-voltage distribution network
International Transactions on Electrical Energy Systems ( IF 1.9 ) Pub Date : 2020-10-13 , DOI: 10.1002/2050-7038.12656
Yanling Zhang ₁ , Haifeng Zhang ₁ , Bailin Yi ₁ , Lei Song ₁ , Changbai Li ₁ , Jingyi Yu ₁ , Qi Li ₁ , Meng Zhang ₁ , Lu Tian ₁

Affiliation

Low-voltage power line carrier network has the advantages of wide distribution and easy access. However, the dynamic topology of intelligent distribution network directly affects the reliability of low-voltage power line carrier communication. In view of this, this article first analyzes the topological structure and business requirements of intelligent distribution network communication system. Then, based on the traditional power line carrier ant colony routing algorithm, the state transition factor and logistic function in the ant colony algorithm are combined to optimize. An ant colony optimization algorithm for power line carrier based on logistic function is proposed. It improves the reliability of the carrier communication route. It is of great significance to the development of power line carrier communication in smart grid.

中文翻译：

低压配电网电力线载波通信路由算法优化研究

低压电力线载波网络具有分布广、接入方便的优点。然而，智能配电网的动态拓扑结构直接影响低压电力线载波通信的可靠性。鉴于此，本文首先分析了智能配电网通信系统的拓扑结构和业务需求。然后，在传统电力线载波蚁群路由算法的基础上，结合蚁群算法中的状态转移因子和逻辑函数进行优化。提出了一种基于logistic函数的电力线载波蚁群优化算法。提高了载波通信路由的可靠性。对智能电网中电力线载波通信的发展具有重要意义。

更新日期：2020-10-13

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