基于多目标粒子群算法的变电站5G天线布点
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1.三峡大学电气与新能源学院 宜昌 443002; 2.中国电力科学研究院有限公司 武汉 430074; 3.国网河南省电力公司经济技术研究院 郑州 450052; 4.三峡大学湖北省输电线路工程技术研究中心 宜昌 443002

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TM75

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国家电网有限公司总部科技项目(5217L021000X)资助


Layout of 5G antennas in substations based on multi-objective particle swarm algorithm
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1.College of Electronic Engineering & New Energy, Three Gorges University, Yichang 443002, China; 2.State Grid Electric Power Research Institute,Wuhan 430074, China; 3.State Grid Henan Eco-Nomic Research Institute,Zhengzhou 450052, China; 4.Hubei Provincial Engineering Technology Research Center for Power Transmission Line, Yichang 443002, China

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    摘要:

    为了减轻5G基站天线引入变电站后对站内敏感设备带来的电磁干扰,并对站内各监测设备处的5G信号进行优化,提出了一种基于多目标粒子群算法的变电站5G基站天线布点方法,即以变电站敏感设备处的射频场强不能超过规定的电磁兼容抗扰度限值为约束条件,以站内监测设备接受信号的Pareto最优解作为目标函数,采用多目标粒子群算法在变电站相关布点区域内寻找出最合适的基站天线布点。以500 kV官渡变电站为例,按照其内部实际的空间布局,利用本文算法得到4种天线布点安装方案,都能使得站内所有敏感设备处的射频场强低于10 V/m抗扰度限值,同时还能使得站内各监测设备处的平均信号分别提升3.77、6.37、4.34、4.58 dB,监测设备信号的方差分别减少了15.07%,12.64%,14.62%,14.78%,说明了本文算法即可以在一定程度上提升监测设备处的信号强度,还能使得站内各监测设备处信号的离散程度减小,使得信号在监测设备处覆盖更稳定,能为实际工程中变电站内5G基站天线的布点提供一定的参考。

    Abstract:

    In order to reduce the electromagnetic interference caused by the introduction of the 5G base station antenna into the substation to the sensitive equipment in the station, and to optimize the 5G signal at each monitoring device in the station, a method for 5G base station antenna placement in the substation based on the multi-objective particle swarm algorithm is proposed, namely. The radio frequency field strength at the sensitive equipment of the substation cannot exceed the specified electromagnetic compatibility immunity limit as the constraint condition, and the Pareto optimal solution of the signal received by the monitoring equipment in the station is used as the objective function. Find the most suitable base station antenna layout. Taking the 500 kV Guandu substation as an example, according to its actual internal space layout, four antenna layout installation schemes are obtained by using the algorithm in this paper, which can make the radio frequency field strength at all sensitive equipment in the station lower than the 10 V/m immunity limit, and at the same time. It can also increase the average signal of each monitoring equipment in the station by 3.77, 6.37, 4.34 and 4.58 dB respectively, and the variance of the monitoring equipment signal is reduced by 15.07%, 12.64%, 14.62% and 14.78% respectively. It can improve the signal strength at the monitoring equipment to a certain extent, and can also reduce the dispersion of the signals at the monitoring equipment in the station, so that the signal coverage at the monitoring equipment is more stable, which can be used for the actual project. 5G base station antenna layout in substations provide some reference.

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张灿,刘兴发,齐道坤,唐波.基于多目标粒子群算法的变电站5G天线布点[J].电子测量技术,2023,46(4):84-90

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  • 在线发布日期: 2024-02-22
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