Evaluating alternative offering strategies for wind producers in a pool

被引:32
作者
Rahimiyan, Morteza [2 ]
Morales, Juan M. [3 ]
Conejo, Antonio J. [1 ]
机构
[1] Univ Castilla La Mancha, Dept Elect Engn, E-13071 Ciudad Real, Spain
[2] Shahrood Univ Technol, Dept Elect & Robot Engn, Shahrood, Iran
[3] Tech Univ Denmark, Inst Math Modeling, DK-2800 Lyngby, Denmark
关键词
Offering strategy; Out-of-sample analysis; Wind producer; SHORT-TERM ENERGY; ELECTRICITY MARKET; POWER; GENERATION; TECHNOLOGIES; OPTIMIZATION; MANAGEMENT; OPERATION; STORAGE; BENEFIT;
D O I
10.1016/j.apenergy.2011.06.038
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
As wind power technology matures and reaches break-even cost, wind producers find it increasingly attractive to participate in pool markets instead of being paid feed-in tariffs. The key issue is then how a wind producer should offer in the pool markets to achieve maximum profit while controlling the variability of such profit. This paper compares two families of offering strategies based, respectively, on a naive use of wind production forecasts and on stochastic programming models. These strategies are compared through a comprehensive out-of-sample chronological analysis based on real-world data. A number of relevant conclusions are then duly drawn. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:4918 / 4926
页数:9
相关论文
共 27 条
[1]  
[Anonymous], 2010, INT SERIES OPERATION
[2]  
[Anonymous], 1997, Introduction to stochastic programming
[3]  
Aronson D., 2007, Evidence Based Technical Analysis
[4]   The economic benefit of short-term forecasting for wind energy in the UK electricity market [J].
Barthelmie, R. J. ;
Murray, F. ;
Pryor, S. C. .
ENERGY POLICY, 2008, 36 (05) :1687-1696
[5]   Value of combining energy storage and wind in short-term energy and balancing markets [J].
Bathurst, GN ;
Strbac, G .
ELECTRIC POWER SYSTEMS RESEARCH, 2003, 67 (01) :1-8
[6]   Trading wind generation in short term energy markets [J].
Bathurst, GN ;
Weatherill, J ;
Strbac, G .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2002, 17 (03) :782-789
[7]   Economic properties of wind power A European assessment [J].
Boccard, Nicolas .
ENERGY POLICY, 2010, 38 (07) :3232-3244
[8]   Wind speed forecasting in three different regions of Mexico, using a hybrid ARIMA-ANN model [J].
Cadenas, Erasmo ;
Rivera, Wilfrido .
RENEWABLE ENERGY, 2010, 35 (12) :2732-2738
[9]   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
[10]   Forecasting electricity spot market prices with a k-factor GIGARCH process [J].
Diongue, Abdou Ka ;
Guegan, Dominique ;
Vignal, Bertrand .
APPLIED ENERGY, 2009, 86 (04) :505-510