DocumentCode :
3404761
Title :
Fuzzy based computational efficiency for optimal wind farm layout design
Author :
Dobric, Goran ; Zarkovic, Mileta ; Djurisic, Zeljko
Author_Institution :
Sch. of Electr. Eng., Univ. of Belgrade, Belgrade, Serbia
fYear :
2013
fDate :
20-23 Oct. 2013
Firstpage :
274
Lastpage :
279
Abstract :
This paper deals with the topic of optimal wind farm layout design on complex terrains. The paper proposes optimization model that reflects the actual requirements of realistic wind farms. Fuzzy based computational efficiency model is proposed. Computational efficiency model takes account of environmental impact of a wind farm, land costs, costs of auxiliary roads, installation and maintenance costs, costs of electrical infrastructure, etc. Fuzzy logic deals with uncertainties that can occur while quantifying computational efficiency. Using genetic algorithm, the proposed model has been tested on a realistic wind farm terrain in Serbia.
Keywords :
electrical installation; fuzzy logic; genetic algorithms; maintenance engineering; terrain mapping; wind power plants; Serbia; auxiliary roads; complex terrains; electrical infrastructure; environmental impact; fuzzy based computational efficiency; fuzzy logic; genetic algorithm; installation costs; land costs; maintenance costs; optimal wind farm layout design; optimization; realistic wind farms; wind farm terrain; Computational efficiency; Computational modeling; Optimization; Renewable energy sources; Roads; Wind farms; Wind turbines; computational efficiency; fuzzy logic; genetic algorithm; optimal layout; wind farm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Renewable Energy Research and Applications (ICRERA), 2013 International Conference on
Conference_Location :
Madrid
Type :
conf
DOI :
10.1109/ICRERA.2013.6749765
Filename :
6749765
Link To Document :
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