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, Xiaolan 1,2; Ge, Pengjiang 3
刊名	Taiyangneng Xuebao/Acta Energiae Solaris Sinica
	2013-03-01
卷号	34 期号:3 页码:433-438
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
ISSN号	02540096
英文摘要	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.
语种	中文
出版者	Science Press
内容类型	期刊论文
源URL	[http://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.Key Laboratory of Gansu Advanced Control for Industrial Processes, Lanzhou 730050, China; 2.College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou 730050, China; 3.Economic Research Institute of Ningxia Electric Power Corporation, Yinchuan 750002, China
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.