Generation Capacity Expansion in Energy Markets Using a Two-Level Game-Theoretic Model

被引:21
作者
Nanduri, Vishnu [1 ]
Das, Tapas K. [1 ]
Rocha, Patricio [1 ]
机构
[1] Univ S Florida, Dept Ind Engn, Tampa, FL 33620 USA
关键词
Conditional value-at-risk (CVaR); generation capacity expansion; matrix games; reinforcement learning; restructured power markets; POWER-GENERATION; DECOMPOSITION; INVESTMENTS; ALGORITHM;
D O I
10.1109/TPWRS.2009.2023010
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
With a significant number of states in the U. S. and countries around the world trading electricity in restructured markets, a sizeable proportion of capacity expansion in the future will have to take place in market-based environments. However, since a majority of the literature on capacity expansion is focused on regulated market structures, there is a critical need for comprehensive capacity expansion models targeting restructured markets. In this research, we develop a two-tier matrix game model, and a novel solution algorithm that incorporates risk due to volatilities in profit (via CVaR), intended for use by generators to make multi-period, multi-player generation capacity expansion decisions. We demonstrate the applicability of the model using a sample network from PowerWorld software and analyze the results.
引用
收藏
页码:1165 / 1172
页数:8
相关论文
共 28 条
[1]  
Acerbi C., 2002, EC NOTES BANCA MONTE, V31, P379, DOI [10.1111/1468-0300.00091, DOI 10.1111/1468-0300.00091]
[2]  
[Anonymous], 2001, Report of the National Energy Policy Development Group
[3]  
BALDICK R, 2000, PWP078 U CAL EN I
[4]  
Berry C. A., 1999, Utilities Policy, V8, P139, DOI 10.1016/S0957-1787(99)00016-8
[5]   LONG-RANGE GENERATION PLANNING USING DECOMPOSITION AND PROBABILISTIC SIMULATION [J].
BLOOM, JA .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1982, 101 (04) :797-802
[6]   A STATE-OF-THE-WORLD DECOMPOSITION APPROACH TO DYNAMICS AND UNCERTAINTY IN ELECTRIC UTILITY GENERATION EXPANSION PLANNING [J].
BORISON, AB ;
MORRIS, PA ;
OREN, SS .
OPERATIONS RESEARCH, 1984, 32 (05) :1052-1068
[7]   Optimal investments in power generation under centralized and decentralized decision making [J].
Botterud, A ;
Ilic, MD ;
Wangensteen, I .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (01) :254-263
[8]   A game-theoretic model for generation expansion planning: Problem formulation and numerical comparisons [J].
Chuang, AS ;
Wu, F ;
Varaiya, P .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (04) :885-891
[9]   Analysis of generation investment under different market designs [J].
Doorman, Gerard L. ;
Botterud, Audun .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (03) :859-867
[10]  
EHRENMANN A, 2006, P 39 HAW INT C SYST