Strategic bidding under uncertainty: A binary expansion approach

被引:169
|
作者
Pereira, MV [1 ]
Granville, S
Fampa, MHC
Dix, R
Barroso, LA
机构
[1] Power Syst Res, Rio De Janeiro, Brazil
[2] Univ Fed Rio de Janeiro, COPPE Sistemas, Inst Matemat, Rio De Janeiro, Brazil
[3] Inst Matematica Pura & Aplicada, Rio De Janeiro, Brazil
关键词
electricity pool market; market models; mixed-integer linear programming; optimization methods;
D O I
10.1109/TPWRS.2004.840397
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
This work presents a binary expansion (BE) solution approach to the problem of strategic bidding under uncertainty in short-term electricity markets. The BE scheme is used to transform the products of variables in the nonlinear bidding problem into a mixed integer linear programming formulation, which can be solved by commercially available computational systems. The BE scheme is applicable to pure price, pure quantity, or joint price/quantity bidding models. It is also possible to represent transmission networks, uncertainties (scenarios for price, quantity, plant availability, and load), financial instruments, capacity reinforcement decisions, and unit commitment. The application of the methodology is illustrated in case studies, with configurations derived from the 80-GW Brazilian system.
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页码:180 / 188
页数:9
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