Optimal integrated generation bidding and scheduling with risk management under a deregulated power market

被引:94
作者
Ni, E [1 ]
Luh, PB
Rourke, S
机构
[1] Select Energy Inc, Berlin, CT 06037 USA
[2] Univ Connecticut, Storrs, CT 06269 USA
基金
美国国家科学基金会;
关键词
deregulation; offering/bidding strategies; pumped-storage unit; reserve market; risk management;
D O I
10.1109/TPWRS.2003.818695
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
In the deregulated power industry, a generation company (GenCo) sells energy and ancillary services primarily through auctions in a daily market. Developing effective strategies to optimize hourly offer curves for a hydrothermal power system to maximize profits has been one of the, most challenging and important tasks for a GenCo. This paper presents an integrated bidding And scheduling algorithm with risk management under a deregulated market. A stochastic mixed-integer optimization formulation having a separable structure with respect to individual units is first established. A method combining Lagrangian relaxation and stochastic dynamic programming is then presented to select hourly offer curves for both energy and reserve markets. In view that pumped-storage units provide significant energy and reserve at generating and pumping, the offering strategies are specially highlighted in this paper. Numerical testing based on an 11-unit system with a major pumped-storage unit in the New England market shows that the algorithm is computationally efficient, and effective energy and reserve offer curves are obtained in 4-5 min on a 660-MHz Pentium III PC. The risk management method significantly reduces profit variances and, thus, bidding risks.
引用
收藏
页码:600 / 609
页数:10
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