A review of recent evolutionary computation-based techniques in wind turbines layout optimization problems

被引:15
作者
Salcedo-Sanz, S. [1 ]
Saavedra-Moreno, B. [1 ]
Paniagua-Tineo, A. [1 ]
Prieto, L. [2 ]
Portilla-Figueras, A. [1 ]
机构
[1] Univ Alcala, Dept Signal Theory & Commun, Madrid 28805, Spain
[2] Iberdrola Renovables, Dept Energy Resource, Valencia, Spain
关键词
wind turbines layout; evolutionary computation techniques; wind farms;
D O I
10.2478/s13537-011-0004-2
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents a mini- review of the main works recently published about optimal wind turbines layout in wind farms. Specifically, we focus on discussing articles where evolutionary computation techniques have been applied, since this computational framework has obtained very good results in different formulations of the problem. A summary of the main concepts needed to face the problem are also included in the article, such as a basic wake model and several cost models and objective functions previously used in the literature. This review includes works published in the most significant journals and international conferences, and it gives a brief remark of the optimization models proposed and the implemented algorithms, so it can be useful for readers who want to be quickly introduced in this research area.
引用
收藏
页码:101 / 107
页数:7
相关论文
共 16 条
  • [1] The economic benefit of short-term forecasting for wind energy in the UK electricity market
    Barthelmie, R. J.
    Murray, F.
    Pryor, S. C.
    [J]. ENERGY POLICY, 2008, 36 (05) : 1687 - 1696
  • [2] An evolutive algorithm for wind farm optimal design
    Castro Mora, Jose
    Calero Baron, Jose M.
    Riquelme Santos, Jesus M.
    Burgos Payan, Manuel
    [J]. NEUROCOMPUTING, 2007, 70 (16-18) : 2651 - 2658
  • [3] Elkinton C.N., 2007, WIND POWER C EXH 200, P1
  • [4] Algorithms for Offshore Wind Farm Layout Optimization
    Elkinton, Christopher
    Manwell, James
    McGowan, Jon
    [J]. WIND ENGINEERING, 2008, 32 (01) : 67 - 84
  • [5] Huang HS, 2009, PROC IEEE INT SYMP, P2162
  • [6] Design of wind farm layout for maximum wind energy capture
    Kusiak, Andrew
    Song, Zhe
    [J]. RENEWABLE ENERGY, 2010, 35 (03) : 685 - 694
  • [7] An Analytical Framework for Offshore Wind Farm Layout Optimization
    Lackner, Matthew
    Elkinton, Christopher
    [J]. WIND ENGINEERING, 2007, 31 (01) : 17 - 31
  • [8] Martin Jess, 2006, P SYM POSIUM INTERAC, P1
  • [9] Serrano-Gonzalez J., 2010, P IEEE INT S MOD EL, P1
  • [10] SERRANOGONZALEZ J, 2010, RENEW ENERG, V35, P1