The forecasting model research of daily solar radiation based on RLS and WT

	The forecasting model research of daily solar radiation based on RLS and WT
	Wang, Xiaolan1,2 ; Ge, Pengjiang 3
	2013-03-01
发表期刊	Taiyangneng Xuebao/Acta Energiae Solaris Sinica
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.