太阳能场景下天空成像仪的云覆盖预测研究
Study on Cloud Cover Prediction of Sky Imager in Solar Scenario
杨帅 1库新勃 1张海龙 1孟宁 1朱宏波1
作者信息
- 1. 中国电力工程顾问集团西北电力设计院有限公司,陕西西安 710077
- 折叠
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.
Abstract
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.
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Key words
sky imager/solar photovoltaic/real time cloud coverage prediction/data processing/feature extraction/machine learning引用本文复制引用
出版年
2024
NETL
NSTL
万方数据