Two-stage Frequency Division Robust Optimal Dispatching Method Considering Wind Power Fluctuation Uncertainty

doi:10.13335/j.1000-3673.pst.2019.1341

	Two-stage Frequency Division Robust Optimal Dispatching Method Considering Wind Power Fluctuation Uncertainty
	Bao, Guangqing1 ; Zhou, Jiawu 1; Ma, Ming 2,3; Wang, Ningbo 2,3
	2020-12-05
发表期刊	Dianwang Jishu/Power System Technology
ISSN	10003673
卷号	44 期号:12 页码:4530-4538
摘要	In this paper, a frequency division robust optimal dispatching method considering uncertainty of wind power fluctuation is proposed to deal with the challenges brought by random fluctuation of wind power to modern renewable power dispatching. The method firstly uses wavelet packet to divide the power difference between power generation plan and wind power output into multiple frequency bands and select corresponding generating units, and a two-stage frequency division robust optimization model is constructed considering the uncertainty of wind power fluctuation by analyzing the confidence probability of the divided power fluctuation in each frequency band. The model distributes the required spare capacity of the system to the units in each frequency band in proportion, analyzes the regulation characteristics and scheduling cost of each frequency band, and uses data-driven multi-arc surface uncertainty set method to capture the uncertainty distribution of random fluctuation to reduce conservativeness. Column-and-constraint generation (C&CG) algorithm is simultaneously used to solve the problem. Finally, effectiveness of the model and method is verified with a 30-node system example. © 2020, Power System Technology Press. All right reserved.
关键词	Optimization Uncertainty analysis Wind power Confidence probability Constraint generation Frequency division Optimal dispatching Power fluctuations Random fluctuation Robust optimization models Uncertainty distributions
DOI	10.13335/j.1000-3673.pst.2019.1341
收录类别	EI
语种	中文
出版者	Power System Technology Press
EI入藏号	20205109625327
EI主题词	Electric load dispatching
EI分类号	615.8 Wind Power (Before 1993, use code 611 ) ; 706.1.1 Electric Power Transmission ; 921.5 Optimization Techniques ; 922.1 Probability Theory
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/151008
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.Power Science Research Institute of State Grid Gansu Electric Power Company, Lanzhou; 730070, China; 3.Gansu Key Laboratory of New Energy Grid-connected Operation and Control in Gansu Province, State Grid Gansu Electric Power Company, Lanzhou; 730070, 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	Bao, Guangqing,Zhou, Jiawu,Ma, Ming,et al. Two-stage Frequency Division Robust Optimal Dispatching Method Considering Wind Power Fluctuation Uncertainty[J]. Dianwang Jishu/Power System Technology,2020,44(12):4530-4538.
APA	Bao, Guangqing,Zhou, Jiawu,Ma, Ming,&Wang, Ningbo.(2020).Two-stage Frequency Division Robust Optimal Dispatching Method Considering Wind Power Fluctuation Uncertainty.Dianwang Jishu/Power System Technology,44(12),4530-4538.
MLA	Bao, Guangqing,et al."Two-stage Frequency Division Robust Optimal Dispatching Method Considering Wind Power Fluctuation Uncertainty".Dianwang Jishu/Power System Technology 44.12(2020):4530-4538.