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基于大数据的集中式光伏电站发电效率提升方法

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文章探讨如何利用大数据技术提升集中式光伏电站的发电效率.通过分析影响发电效率的多种因素,结合大数据技术在智能跟踪控制、故障诊断与预测性维护、电站发电功率预测等方面的应用,提出一套综合提升发电效率的方法.实验结果表明,应用该方法后,实验组的平均发电功率、累计发电量及性能比均显著提高,验证了其有效性和实用性.
Method for Improving Power Generation Efficiency of Centralized Photovoltaic Power Station Based on Big Data
This paper discusses how to use big data technology to improve the power generation efficiency of centralized photovoltaic power plants.By analyzing various factors affecting power generation efficiency and using big data for intelligent tracking control,fault diagnosis,predictive maintenance,and power forecasting,a comprehensive method is proposed.The experimental results show that,after applying this method,the experimental group's average power output,cumulative power generation,and performance ratio all increased significantly,proving its effectiveness and practicality.

big data technologyphotovoltaic power plantpower generation efficiency

雒铭

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国能(天津)大港发电厂有限公司,天津 300272

大数据技术 光伏电站 发电效率

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(17)