Calibration power curve of wind generator and forecasting model of wind power unit

doi:10.1109/ICInfA.2015.7279354

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	Calibration power curve of wind generator and forecasting model of wind power unit
	Wei, Chen; Yue, Pu
	2015-09-28
会议日期	August 8, 2015 - August 10, 2015
会议地点	Yunnan, China
关键词	Automation Calibration Gallium Support vector machines Wind power Forecasting modeling Least squares support vector machines Power curves Real operating conditions Steady-state operation Wind driven generators Wind generator systems Wind power forecasting
DOI	10.1109/ICInfA.2015.7279354
页码	583-587
英文摘要	Power curve provided by wind generator manufacturer, which characterizes the steady-state operation condition of wind generating set, has deviation when it is used to analyze the real operating condition of wind generation set. This paper conducts the calibration of power curve of wind-driven generator and builds the forecasting model of wind power based on least squares support vector machine (LS-SVM). Simulation results have verified the efficacy of the proposed prediction model. © 2015 IEEE.
会议录	2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics
会议录出版者	Institute of Electrical and Electronics Engineers Inc.
语种	英语
内容类型	会议论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/117210]
专题	兰州理工大学
作者单位	School of Electrical Engineering and Information Engineering, Lanzhou University of Technology, Lanzhou, Gansu Province; 730050, China
推荐引用方式 GB/T 7714	Wei, Chen,Yue, Pu. Calibration power curve of wind generator and forecasting model of wind power unit[C]. 见:. Yunnan, China. August 8, 2015 - August 10, 2015.