Optimal operation of a pumped-storage hydro plant that compensates the imbalances of a wind power producer

被引:101
作者
Jaramillo Duque, Alvaro [1 ]
Castronuovo, Edgardo D. [1 ]
Sanchez, Ismael [2 ]
Usaola, Julio [1 ]
机构
[1] Univ Carlos III Madrid, Dept Elect Engn, Leganes 28911, Spain
[2] Univ Carlos III Madrid, Dept Stat, Leganes 28911, Spain
关键词
Wind power; Management of forecast errors; Pumping storage; Wind-hydro coordination; Wind power scenarios; Optimization; PROBABILISTIC FORECASTS; OPTIMIZATION; GENERATION; SYSTEMS;
D O I
10.1016/j.epsr.2011.04.008
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
The participation of wind energy in electricity markets requires providing a forecast for future energy production of a wind generator, whose value will be its scheduled energy. Deviations from this schedule because of prediction errors could imply the payment of imbalance costs. In order to decrease these costs, a joint operation between a wind farm and a hydro-pump plant is proposed; the hydro-pump plant changes its production to compensate wind power prediction errors. In order to optimize this operation, the uncertainty of the wind power forecast is modeled and quantified. This uncertainty is included in an optimization problem that shifts the production of the hydro-pump plant in an optimal way, aiming at reducing the imbalance costs. The result of such a method is profitable for both participants, the wind farm and the hydro-pump plant. A realistic test case is used to evaluate the proposed method. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:1767 / 1777
页数:11
相关论文
共 27 条
[1]   A Stochastic Optimization Approach to Rating of Energy Storage Systems in Wind-Diesel Isolated Grids [J].
Abbey, Chad ;
Joos, Geza .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (01) :418-426
[2]  
[Anonymous], 2006, 6 WORLD EN SYST C TO
[3]   Statistical analysis of wind power forecast error [J].
Bludszuweit, Hans ;
Antonio Dominguez-Navarro, Jose ;
Llombart, Andres .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (03) :983-991
[4]   Probabilistic wind power forecasts using local quantile regression [J].
Bremnes, JB .
WIND ENERGY, 2004, 7 (01) :47-54
[5]   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
[6]   Optimal operation and hydro storage sizing of a wind-hydro power plant [J].
Castronuovo, ED ;
Lopes, JAP .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2004, 26 (10) :771-778
[7]   Day-ahead electricity price forecasting using the wavelet transform and ARIMA models [J].
Conejo, AJ ;
Plazas, MA ;
Espínola, R ;
Molina, AB .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) :1035-1042
[8]  
Cook R. D., 1982, RESIDUALS INFLUENCE
[9]  
CRESPO JM, 2008, OPTIMIZATION ADV ELE
[10]   A new approach to quantify reserve demand in systems with significant installed wind capacity [J].
Doherty, R ;
O'Malley, M .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) :587-595