A Relay Routing Algorithm for Remote Concentrated Ammeter Reading based on Ant Colony Optimization

Senhui Qiu, Yexiu Zhong, Xiaoshu Luo, Junxiu Liu, Yuling Luo, Pinqun Jiang
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引用次数: 1

Abstract

The reliability of Power Line Communication (PLC) is an important index that affects the application of remote concentrated ammeter reading system. In this paper, the typical physical topology and characteristics of the low-voltage power distribution network are analyzed at first. Secondly, an encoding rule of communication nodes in the distribution network of remote concentrated ammeter reading is designed to improve the reliability of the ammeter reading and the efficiency of route search. Furthermore, an optimized relay routing algorithm is proposed based on ant colony optimization. Finally, the performance of the algorithm has been evaluated by analysis and extensive simulation. The results show that the proposed algorithm can improve the reliability of the ammeter reading, and route search of the algorithm has high-efficiency and strong anti-destruction.
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基于蚁群优化的远程集中抄表中继路由算法
电力线通信(PLC)的可靠性是影响远程集中抄表系统应用的重要指标。本文首先分析了低压配电网的典型物理拓扑结构及其特点。其次,设计了远程集中抄表配电网通信节点的编码规则,提高了抄表的可靠性和路由搜索的效率;在此基础上,提出了一种基于蚁群算法的中继路由优化算法。最后,通过分析和广泛的仿真对算法的性能进行了评价。结果表明,该算法能提高电表抄表的可靠性,算法的路由搜索效率高,抗破坏能力强。
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