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The forecasting model research of daily solar radiation based on RLS and WT | |
Wang, Xiaolan1,2![]() | |
2013-03-01 | |
发表期刊 | Taiyangneng Xuebao/Acta Energiae Solaris Sinica
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ISSN | 02540096 |
卷号 | 34期号:3页码:433-438 |
摘要 | There is a function relation between the sun radiation and photovoltaic power, the daily solar radiation forecasting model by use of Recursive Least Squares (RLS) and Wavelet Transform (WT) was proposed in this paper. According to the meteorological data, the day with different conditions is classified to different day types, then built different forecasting models for different day types based on the history measurement data. The simulation results showed that the forecasting error of the model based on day types is improved, and the forecasting precision in the sunny weather is higher than the cloudy and rainy days. |
关键词 | Meteorology Photovoltaic cells Solar power generation Solar radiation Wavelet transforms Daily solar radiations Day types Forecasting modeling Forecasting precision Meteorological data Photovoltaic power Recursive least square (RLS) Sun radiation |
收录类别 | EI |
语种 | 中文 |
出版者 | Science Press |
EI入藏号 | 20131816300748 |
EI主题词 | Weather forecasting |
EI分类号 | 443 Meteorology - 615.2 Solar Power - 657.1 Solar Energy and Phenomena - 921.3 Mathematical Transformations |
来源库 | Compendex |
分类代码 | 443 Meteorology - 615.2 Solar Power - 657.1 Solar Energy and Phenomena - 921.3 Mathematical Transformations |
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/113746 |
专题 | 电气工程与信息工程学院 |
作者单位 | 1.College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou 730050, China; 2.Key Laboratory of Gansu Advanced Control for Industrial Processes, Lanzhou 730050, China; 3.Economic Research Institute of Ningxia Electric Power Corporation, Yinchuan 750002, China |
第一作者单位 | 兰州理工大学 |
第一作者的第一单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | Wang, Xiaolan,Ge, Pengjiang. The forecasting model research of daily solar radiation based on RLS and WT[J]. Taiyangneng Xuebao/Acta Energiae Solaris Sinica,2013,34(3):433-438. |
APA | Wang, Xiaolan,&Ge, Pengjiang.(2013).The forecasting model research of daily solar radiation based on RLS and WT.Taiyangneng Xuebao/Acta Energiae Solaris Sinica,34(3),433-438. |
MLA | Wang, Xiaolan,et al."The forecasting model research of daily solar radiation based on RLS and WT".Taiyangneng Xuebao/Acta Energiae Solaris Sinica 34.3(2013):433-438. |
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