Intra-hour cloud movement detection for solar forecasts based on ground imaging system | |
Jiang, Baotan1,2,3![]() ![]() ![]() | |
作者部门 | 空间光学应用研究室 |
2016 | |
发表期刊 | OPTIK
![]() |
ISSN | 0030-4026 |
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 |
DOI | 10.1016/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 | |
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. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Intra-hour cloud mov(721KB) | 期刊论文 | 作者接受稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论