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