DocumentCode :
1291475
Title :
Economic Load Dispatch Constrained by Wind Power Availability: A Wait-and-See Approach
Author :
Liu, Xian
Author_Institution :
Dept. of Syst. Eng., Univ. of Arkansas at Little Rock, Little Rock, AR, USA
Volume :
1
Issue :
3
fYear :
2010
Firstpage :
347
Lastpage :
355
Abstract :
In this paper a load dispatch model for the system consisting of both thermal generators and wind turbines is developed. The stochastic wind power is included in the model as a constraint. It is shown that, under certain conditions, the presented model has a set of closed-form solutions. The availability of closed-form solutions is helpful to gain more fundamental insights, such as the impact of a particular parameter on the optimal solution. Moreover, the feasible ranges of optimal solutions are given in the case that the output power of thermal turbines is restricted. Furthermore, the probability distribution and the average of solutions are derived. This is called the wait-and-see approach in the discipline of stochastic programming. The present work shows that the effects of random wind speed on the generated power can be readily assessed.
Keywords :
power generation dispatch; statistical distributions; stochastic programming; thermal power stations; wind power plants; wind turbines; economic load dispatch; probability distribution; stochastic programming; thermal generator; thermal turbines; wind power; wind speed; wind turbine; Closed-form solution; Load modeling; Power generation; Power generation economics; Power system economics; Power system modeling; Stochastic processes; Wind energy; Wind energy generation; Wind turbines; Economic load dispatch; Weibull distribution; gamma function; optimization; renewable energy; smart grid; wind power;
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2010.2057458
Filename :
5545487
Link To Document :
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