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
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