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Intra-hour cloud movement detection for solar forecasts based on ground imaging system
Jiang, Baotan1,2,3; Pan, Zhibin1; Qiu, Yuehong2; Chen, Zhi2; Yao, Dalei2; Bu, Fan2; Jiang, Baotan (jbt21@163.com)
作者部门空间光学应用研究室
2016
发表期刊OPTIK
ISSN0030-4026
卷号127期号:19页码:7803-7808
产权排序1
摘要

The penetration of solar energy continues to rise and becomes a central piece of the global energy mix. Thus, considering ways for more efficiently operated power systems to accommodate significant amounts of such a variable resource will be increasingly important. Improvements in solar forecasting methods and techniques will clearly be relevant. In addition to season and irradiation angle, the most important factor of influencing solar energy output is the effect of cloud movement on solar irradiation shadow on solar plate. This paper briefly analyzes the advantages and disadvantages of various moving target algorithms, and compares the typical feature matching algorithm (block motion estimation algorithm) and optical flow algorithm (CLG algorithm) against the collected cloud movement image sequence. The result shows that optical flow algorithm (CLG algorithm) is applied to cloud movement image. The calculation is very fast, with an accuracy above 96%. A comparison with CLG algorithm shows that direction and speed accuracy of block motion estimation algorithm based on hexagonal search pattern is 0.79 and 0.47, respectively. (C) 2016 Elsevier GmbH. All rights reserved.

文章类型Article
关键词Solar Forecasting Optical Flow Block Motion Estimation Hexagon
WOS标题词Science & Technology ; Physical Sciences
DOI10.1016/j.ijleo.2016.05.126
收录类别SCI ; EI
关键词[WOS]ELECTRIC-POWER SYSTEMS ; PHOTOVOLTAICS PV ; OPTICAL-FLOW ; LIMITS
语种英语
WOS研究方向Optics
WOS类目Optics
WOS记录号WOS:000380417900050
引用统计
被引频次:3[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/28272
专题光学定向与测量技术研究室
通讯作者Jiang, Baotan (jbt21@163.com)
作者单位1.Xi An Jiao Tong Univ, Xian 710049, Peoples R China
2.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China
3.Univ Chinese Acad Sci, Beijing 10039, Peoples R China
推荐引用方式
GB/T 7714
Jiang, Baotan,Pan, Zhibin,Qiu, Yuehong,et al. Intra-hour cloud movement detection for solar forecasts based on ground imaging system[J]. OPTIK,2016,127(19):7803-7808.
APA Jiang, Baotan.,Pan, Zhibin.,Qiu, Yuehong.,Chen, Zhi.,Yao, Dalei.,...&Jiang, Baotan .(2016).Intra-hour cloud movement detection for solar forecasts based on ground imaging system.OPTIK,127(19),7803-7808.
MLA Jiang, Baotan,et al."Intra-hour cloud movement detection for solar forecasts based on ground imaging system".OPTIK 127.19(2016):7803-7808.
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