DocumentCode :
1506440
Title :
Risk-Constrained Coordination of Cascaded Hydro Units With Variable Wind Power Generation
Author :
Abreu, Lisias V L ; Khodayar, Mohammad E. ; Shahidehpour, Mohammad ; Wu, Lei
Author_Institution :
Electr. & Comput. Eng. Dept., Illinois Inst. of Technol., Chicago, IL, USA
Volume :
3
Issue :
3
fYear :
2012
fDate :
7/1/2012 12:00:00 AM
Firstpage :
359
Lastpage :
368
Abstract :
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.
Keywords :
Monte Carlo methods; hydroelectric power stations; integer programming; linear programming; power generation dispatch; power generation economics; power generation scheduling; power markets; risk management; stochastic programming; wind power plants; GENCO financial risks; GENCO generating company; MIP; Monte Carlo method; cascaded hydro generation unit; electricity market price; forecast errors; mixed-integer linear programming; optimization model; risk-aversion constraints; risk-constrained coordination model; stochastic PBUC formulation; stochastic hourly coordination strategy; stochastic price-based unit commitment; variable wind power generation; wind energy imbalance charges; wind speed; wind units; Reservoirs; Stochastic processes; Wind energy; Wind forecasting; Wind power generation; Wind speed; Cascaded hydro and wind coordination; risk-aversion; stochastic price-based unit commitment;
fLanguage :
English
Journal_Title :
Sustainable Energy, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3029
Type :
jour
DOI :
10.1109/TSTE.2012.2186322
Filename :
6193202
Link To Document :
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