Risk-Constrained Coordination of Cascaded Hydro Units With Variable Wind Power Generation

被引:77
作者
Abreu, Lisias V. L. [1 ]
Khodayar, Mohammad E. [1 ]
Shahidehpour, Mohammad [1 ]
Wu, Lei [2 ]
机构
[1] IIT, Dept Elect & Comp Engn, Chicago, IL 60616 USA
[2] Clarkson Univ, Dept Elect & Comp Engn, Potsdam, NY 13699 USA
关键词
Cascaded hydro and wind coordination; risk-aversion; stochastic price-based unit commitment; COMMITMENT; ENERGY; GENCOS;
D O I
10.1109/TSTE.2012.2186322
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents a stochastic hourly coordination strategy for wind units and cascaded hydro generation as storage to firm up the hourly dispatch in a generating company (GENCO). The proposed strategy is based on the stochastic price-based unit commitment (Stochastic PBUC) formulation which includes wind energy imbalance charges. The forecast errors of electricity market price and wind speed are simulated with the Monte Carlo method via a scenario approach. The risk-aversion constraints are considered for limiting a GENCO's financial risks when considering uncertain wind power generation. The proposed optimization model is solved by mixed-integer linear programming (MIP) and illustrative examples examine the effectiveness of the proposed risk-based coordination model for optimizing a GENCO's payoff.
引用
收藏
页码:359 / 368
页数:10
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