Evaluating risk-constrained bidding strategies in adjustment spot markets for wind power producers

被引:38
|
作者
Angeles Moreno, M. [1 ]
Bueno, Miriam [1 ]
Usaola, Julio [1 ]
机构
[1] Univ Carlos III Madrid, Madrid 28911, Spain
关键词
Electricity markets; Uncertainty; Wind energy; Imbalance prices; Risk management; CVaR; PROBABILISTIC FORECASTS; GENERATION; UNCERTAINTY; SYSTEM;
D O I
10.1016/j.ijepes.2012.05.059
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
Participation of wind energy in the day-ahead electricity market implies large deviations from the initial schedule, which leads to costs for the wind farm owner. By means of short-term wind power prediction programs, the contracted energy can be updated in adjustment spot markets, reducing the power deviations and increasing the total revenue for wind power producers. Taking into account the different uncertainties involved in the problem, an optimal bidding strategy can be used to maximize the wind power producer revenues. As the strategy could be very risky due to all these uncertainties, a CVaR constraint for the bid that maximizes the expected revenue is proposed as a way of reducing the risk. A test-case using the Spanish market rules during a 10-month period has been used to check the potential benefits of the aforementioned strategies. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:703 / 711
页数:9
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