气候变化领域集成服务门户(CCPortal): A statistical method to construct wind speed at turbine height for study of wind power in China

CCPortal

DOI	10.1007/s00704-020-03201-8
	A statistical method to construct wind speed at turbine height for study of wind power in China
	Zhou, X.; Qin, J.; Li, H. D.; Tang, W.; Pan, X.; Huang, B.; Li, X.
通讯作者	Zhou, X (通讯作者)
发表日期	2020
ISSN	0177-798X
EISSN	1434-4483
起始页码	419
结束页码	432
卷号	141 期号:1-2
英文摘要	The accurate estimation of wind power is crucial not only to conduct wind energy research but also to improve policy and planning decisions for the national government. However, reliable wind speed datasets at turbine height that can be used for wind power estimation in China are very limited. In this study, the simulated wind profile (expressed by a power-law approach) is optimized using radiosonde wind speed measurements. The wind speed at a typical turbine height (80 m) is then constructed using the optimized wind profile and 10-m wind speed measured at each conventional meteorological station throughout the country. Compared with measurements, the constructed wind speed has reasonable errors (0.08 m s(-1) in mean bias, 0.89 m s(-1) in root mean square error, and 0.90 in correlation coefficient), which are much smaller than the model errors. Further comparison shows the constructing method in the current study outperforms the other similar statistical methods. Therefore, this method and the constructed wind speed dataset are suggested for wind energy research in China.
关键词	SURFACE WIND WRF MODEL SIMULATION IMPACTS PRECIPITATION DISTRIBUTIONS PERFORMANCE ENSEMBLES FORECASTS
语种	英语
WOS研究方向	Meteorology & Atmospheric Sciences
WOS类目	Meteorology & Atmospheric Sciences
WOS记录号	WOS:000529591500001
来源期刊	THEORETICAL AND APPLIED CLIMATOLOGY
来源机构	中国科学院青藏高原研究所
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/259845
推荐引用方式 GB/T 7714	Zhou, X.,Qin, J.,Li, H. D.,et al. A statistical method to construct wind speed at turbine height for study of wind power in China[J]. 中国科学院青藏高原研究所,2020,141(1-2).
APA	Zhou, X..,Qin, J..,Li, H. D..,Tang, W..,Pan, X..,...&Li, X..(2020).A statistical method to construct wind speed at turbine height for study of wind power in China.THEORETICAL AND APPLIED CLIMATOLOGY,141(1-2).
MLA	Zhou, X.,et al."A statistical method to construct wind speed at turbine height for study of wind power in China".THEORETICAL AND APPLIED CLIMATOLOGY 141.1-2(2020).