摘要
文章解析了天空成像仪的原理和工作方式,揭示了其在太阳能光伏场景监测中的优势与局限性,综述了云覆盖预测技术的研究现状,分析了基于天空成像仪的实时云覆盖预测技术研究方法,并通过实验设计和结果分析,强调了基于天空成像仪的实时云覆盖预测技术在提供准确、实时气象信息方面的潜力,为清洁能源领域的气象监测与预测提供了新的视角和技术支持。
This paper analyzes the principle and working mode of sky imager,reveals its advantages and limitations in solar photovoltaic scene monitoring,summarizes the research status of cloud cover prediction technology,analyzes the research method of real-time cloud cover prediction technology based on sky imager,and through experimental design and result analysis,The potential of real-time cloud cover prediction technology based on sky imager in providing accurate and real-time meteorological information is emphasized,which provides a new perspective and technical support for meteorological monitoring and prediction in the field of clean energy.
作者
杨帅
库新勃
张海龙
孟宁
朱宏波
YANG Shuai;KU Xinbo;ZHANG Hailong;MENG Ning;ZHU Hongbo
出处
《电力系统装备》
2024年第3期73-75,共3页
Electric Power System Equipment
关键词
天空成像仪
太阳能光伏
实时云覆盖预测
数据处理
特征提取
机器学习
sky imager
solar photovoltaic
real time cloud coverage prediction
data processing
feature extraction
machine learning
