An optimal trading problem in intraday electricity markets

被引:43
作者
Aid, Rene [1 ,2 ]
Gruet, Pierre [3 ]
Pham, Huyen [3 ,4 ]
机构
[1] EDF R&D, Clamart, France
[2] Finance Energy Market Res Ctr, Clamart, France
[3] Univ Paris Diderot, LPMA, Paris, France
[4] CREST ENSAE, Paris, France
基金
美国国家科学基金会;
关键词
Optimal trading; Intraday electricity markets; Renewable energy; Linear-quadratic control problem; Jumps; Delay;
D O I
10.1007/s11579-015-0150-8
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We consider the problem of optimal trading for a power producer in the context of intraday electricity markets. The aim is to minimize the imbalance cost induced by the random residual demand in electricity, i.e. the consumption from the clients minus the production from renewable energy. For a simple linear price impact model and a quadratic criterion, we explicitly obtain approximate optimal strategies in the intraday market and thermal power generation, and exhibit some remarkable properties of the trading rate. Furthermore, we study the case when there are jumps on the demand forecast and on the intraday price, typically due to error in the prediction of wind power generation. Finally, we solve the problem when taking into account delay constraints in thermal power production.
引用
收藏
页码:49 / 85
页数:37
相关论文
共 11 条
  • [1] Aid R., 2015, SPRINGER BRIEFS QUAN
  • [2] Almgren R.F., 2001, J RISK, V3, P5, DOI DOI 10.21314/JOR.2001.041
  • [3] A generalized linear model approach to seasonal aspects of wind speed modeling
    Bensoussan, Alain
    Bertrand, Pierre
    Brouste, Alexandre
    [J]. JOURNAL OF APPLIED STATISTICS, 2014, 41 (08) : 1694 - 1707
  • [4] Garnier E., 2014, 22014 FCN WP RWTH AA
  • [5] Giebel G., 2011, ENK5CT200200665 AN
  • [6] Optimal Portfolio Liquidation with Limit Orders
    Gueant, Olivier
    Lehalle, Charles-Albert
    Fernandez-Tapia, Joaquin
    [J]. SIAM JOURNAL ON FINANCIAL MATHEMATICS, 2012, 3 (01): : 740 - 764
  • [7] Market Design with Centralized Wind Power Management: Handling Low-predictability in Intraday Markets
    Henriot, Arthur
    [J]. ENERGY JOURNAL, 2013, 35 (01) : 99 - 117
  • [8] Oksendal B., 2007, APPL STOCHASTIC CONT
  • [9] Pham H, 2009, STOCH MOD APPL PROBA, V61, P1, DOI 10.1007/978-3-540-89500-8_1
  • [10] Schied A, 2011, EMS SER CONGR REP, P153