首页|基于大数据的分布式光伏智能监控关键技术研究

基于大数据的分布式光伏智能监控关键技术研究

扫码查看
为应对传统分布式光伏监控系统的难以部署、高成本和无人值守等问题,本文提出了一种基于大数据技术的Web分布式光伏智能监控技术.该技术旨在监控每台光伏逆变器的工作参数和整个光伏发电系统的运行状况,并通过实时智能分析挖掘数据,以解决传统系统存在的问题.此技术已在分布式光伏智能监控实验平台上得到验证,表现出良好的运行效果.
Research on Key Technologies for Distributed Photovoltaic Intelligent Monitoring Based on Big Data
In response to the challenges of deployment,high costs,and unmanned operation in traditional distributed photovoltaic monitoring systems,this paper proposes a Web-based distributed photovoltaic intelli-gent monitoring technology based on big data.The technology aims to monitor the operating parameters of each photovoltaic inverter and the overall performance of the photovoltaic power generation system.Real-time intelligent analysis and data mining are used to address issues present in traditional systems.This technology has been validated on a distributed photovoltaic intelligent monitoring experimental platform and has demon-strated excellent operational performance.

distributed photovoltaicsWeb SCADAbig dataintelligent monitoringdata mining

李姗姗、孙晓玲、张艳霞

展开 >

防灾科技学院信息工程学院,河北廊坊

防灾科技学院智能应急信息处理研究所,河北廊坊

分布式光伏 WebSCADA 大数据 智能监控 数据挖掘

廊坊市科技计划项目中央高校基本科研业务费专项

2022011056ZY2020011026

2024

科学技术创新
黑龙江省科普事业中心

科学技术创新

影响因子:0.842
ISSN:1673-1328
年,卷(期):2024.(2)
  • 5