• DocumentCode
    8982
  • Title

    Pool Strategy of a Price-Maker Wind Power Producer

  • Author

    Zugno, Marco ; Morales, Juan M. ; Pinson, Pierre ; Madsen, Henrik

  • Author_Institution
    Dept. of Appl. Math. & Comput. Sci., Tech. Univ. of Denmark, Lyngby, Denmark
  • Volume
    28
  • Issue
    3
  • fYear
    2013
  • fDate
    Aug. 2013
  • Firstpage
    3440
  • Lastpage
    3450
  • Abstract
    We consider the problem of a wind power producer trading energy in short-term electricity markets. The producer is a price-taker in the day-ahead market, but a price-maker in the balancing market, and aims at optimizing its expected revenues from these market floors. The problem is formulated as a mathematical program with equilibrium constraints (MPEC) and cast as a mixed-integer linear program (MILP), which can be solved employing off-the-shelf optimization software. The optimal bid is shown to deliver significantly improved performance compared to traditional bids such as the conditional mean or median forecast of wind power distribution. Finally, sensitivity analyses are carried out to assess the impact on the offering strategy of the producer´s penetration in the market, of the correlation between wind power production and residual system deviation, and of the shape of the forecast distribution of wind power production.
  • Keywords
    integer programming; linear programming; load forecasting; power generation economics; power markets; wind power plants; MILP; MPEC; balancing market; day-ahead market; market floors; mathematical program with equilibrium constraints; mixed-integer linear program; off-the-shelf optimization software; pool strategy; price-maker wind power producer; price-taker; short-term electricity markets; wind power distribution median forecast; wind power producer trading energy problem; wind power production forecast distribution; wind residual system deviation; Electricity markets; mathematical programs with equilibrium constraints; offering strategies; price-maker; wind power;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2013.2252633
  • Filename
    6494365