DocumentCode :
3448204
Title :
Simulated Annealing for Optimization of Wind Farm Annual Profit
Author :
Bilbao, Martin ; Alba, Enrique
Author_Institution :
Univ. Nac. de La Patagonia Austral, Caleta Olivia, Argentina
fYear :
2009
fDate :
10-12 Sept. 2009
Firstpage :
1
Lastpage :
5
Abstract :
In this paper, a simulated annealing is designed and applied to compute the optimal placement of wind turbines in a wind farm. The objective of this process is to find a combination of aero-generators that maximizes the annual profit obtained from a wind farm, measured as the generated power in one year. Simulated annealing (SA) is a metaheuristic for global optimization that we will use here to search in the large landscape of possible solutions. Maximizing the generated power depends on the distribution of the aero-generators and the geometry of the wind farm. In this article we analyze several case studies according to different wind conditions. We will show optimal solutions and prove that they are better concerning the present best result in the literature.
Keywords :
power generation economics; simulated annealing; turbogenerators; wind power plants; wind turbines; aero-generator; simulated annealing design; wind farm annual profit optimization; wind power generation; wind turbine optimal placement; Computational modeling; Costs; Geometry; Mathematical model; Power generation; Simulated annealing; Wind energy; Wind energy generation; Wind farms; Wind turbines;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Logistics and Industrial Informatics, 2009. LINDI 2009. 2nd International
Conference_Location :
Linz
Print_ISBN :
978-1-4244-3958-4
Electronic_ISBN :
978-1-4244-3958-4
Type :
conf
DOI :
10.1109/LINDI.2009.5258656
Filename :
5258656
Link To Document :
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