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基于5G通信技术的光伏电站在线监测系统设计

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随着可再生能源的快速发展,光伏电站的有效监测面临着诸多挑战.文章设计了一种基于 5G通信技术的光伏电站在线监测系统,包括数据采集、5G通信传输、智能分析诊断以及在线监控可视化4 个模块,系统采用高精度传感器、边缘计算、支持向量机算法等技术,实现光伏电站的实时、可靠监测.实验结果表明,该系统在数据传输速率、故障诊断准确率、可视化交互性能等方面均优于传统4G系统,为光伏电站的智能化运维提供了有力支持.
Design of Online Monitoring System for Photovoltaic Power Station Based on 5G Communication Technology
With the rapid development of renewable energy,the effective monitoring of photovoltaic power plants faces many challenges.This paper designs an online monitoring system of photovoltaic power station based on 5G communication technology,including four modules:data acquisition,5G communication transmission,intelligent analysis and diagnosis,and online monitoring and visualization.The system adopts high-precision sensor,edge computing,support vector machine algorithm and other technologies to realize real-time and reliable monitoring of photovoltaic power station.The experimental results show that the system is superior to the traditional 4G system in data transmission rate,fault diagnosis accuracy and visual interaction performance,which provides strong support for the intelligent operation and maintenance of photovoltaic power stations.

photovoltaic power station5G communicationonline monitoring

苏洋、史凯方

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国家电投集团科学技术研究院有限公司,北京 102200

青海大学,青海西宁 810003

光伏电站 5G通信 在线监测

水利部江河源区水生态治理与保护重点实验室自主课题基金资助课题

2024slbjh05

2024

通信电源技术
武汉普天通信设备集团有限公司

通信电源技术

影响因子:0.389
ISSN:1009-3664
年,卷(期):2024.41(21)