Optimal Bidding Strategy of a Strategic Wind Power Producer in the Short-Term Market

被引:114
作者
Dai, Ting [1 ]
Qiao, Wei [1 ]
机构
[1] Univ Nebraska, Dept Elect & Comp Engn, Power & Energy Syst Lab, Lincoln, NE 68588 USA
基金
美国国家科学基金会;
关键词
Bidding strategy; electricity market; mathematical program with equilibrium constraints (MPEC); stochastic optimization; wind power producer; OFFERING STRATEGIES; INVESTMENT; UNCERTAINTY; GENERATION; POOL;
D O I
10.1109/TSTE.2015.2406322
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Wind energy is a clean and renewable energy source which is rapidly growing globally. As the penetration level of wind power grows, the system operators need to consider wind power producers as strategic producers whose bidding behaviors will have an impact on the locational marginal prices. This paper proposes a bilevel stochastic optimization model to obtain the optimal bidding strategy for a strategic wind power producer in the short-term electricity market. The upper level problem of the model maximizes the profit of the wind power producer, while the lower level problem represents the market clearing processes of both day-ahead and real-time markets. The uncertainties in the demand, the wind power production, and the bidding strategies of the strategic conventional power producers are represented by scenarios in the model. The conditional value at risk of the selected worst scenarios is included in the objective function for managing the risk due to uncertainties. Using the duality theory and Karush-Kuhn-Tucker condition, the bilevel model is transferred into a mixed-integer linear problem. Case studies are performed to show the effectiveness of the proposed model.
引用
收藏
页码:707 / 719
页数:13
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