Robust Bidding Strategy for Wind Power Plants and Energy Storage in Electricity Markets

被引:0
作者
Thatte, Anupam A. [1 ]
Viassolo, Daniel E. [2 ]
Xie, Le [1 ]
机构
[1] Texas A&M Univ, Dept Elect & Comp Engn, College Stn, TX 77840 USA
[2] Vestas Technol R&D, Energy Syst Dept, Houston, TX USA
来源
2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING | 2012年
关键词
Electricity market; robust optimization; wind power; energy storage; virtual power plants; OPERATION; OPTIMIZATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper explores a robust optimization-based bidding strategy for operating a wind farm in combination with energy storage devices in electricity markets. Through coordination with moderate capacity of energy storage, variable wind resources can be utilized in multi-time-scale electricity market operations, as opposed to being utilized only as real-time non-dispatchable energy producers. Given the inherent uncertainties in electricity market prices and available wind generator output, a robust optimization-based approach is formulated to determine the bidding strategy. Case studies on day-ahead and hour-ahead markets show that robust-optimization based bidding strategy provides computationally practical and economically efficient approach to operating wind farms and co-located storage when uncertainties are severe.
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页数:7
相关论文
共 19 条
[1]  
[Anonymous], THESIS
[2]  
[Anonymous], ARXIV10105445
[3]   The price of robustness [J].
Bertsimas, D ;
Sim, M .
OPERATIONS RESEARCH, 2004, 52 (01) :35-53
[4]   Constructing Uncertainty Sets for Robust Linear Optimization [J].
Bertsimas, Dimitris ;
Brown, David B. .
OPERATIONS RESEARCH, 2009, 57 (06) :1483-1495
[5]   On the optimization of the daily operation of a wind-hydro power plant [J].
Castronuovo, ED ;
Lopes, JAP .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2004, 19 (03) :1599-1606
[6]   Risk-constrained self-scheduling of a thermal power producer [J].
Conejo, AJ ;
Nogales, FJ ;
Arroyo, JM ;
García-Bertrand, R .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2004, 19 (03) :1569-1574
[7]  
EPRI, 2010, Report 1020676
[8]   Stochastic programming for optimizing bidding strategies of a Nordic hydropower producer [J].
Fleten, Stein-Erik ;
Kristoffersen, Trine Krogh .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 181 (02) :916-928
[9]   Stochastic joint optimization of wind generation and pumped-storage units in an electricity market [J].
Garcia-Gonzalez, Javier ;
Ruiz de la Muela, Rocio Moraga ;
Matres Santos, Luz ;
Mateo Gonzalez, Alicia .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (02) :460-468
[10]  
Gatterbauer W.K, 2002, THESIS