A Review of Methodological Approaches for the Design and Optimization of Wind Farms

被引:192
作者
Herbert-Acero, Jose F. [1 ]
Probst, Oliver [1 ]
Rethore, Pierre-Elouan [2 ]
Larsen, Gunner Chr. [2 ]
Castillo-Villar, Krystel K. [3 ]
机构
[1] Tecnol Monterrey, Dept Phys, Chair Wind Energy, Monterrey 64849, NL, Mexico
[2] Tech Univ Denmark, Dept Wind Energy, DK-4000 Roskilde, Denmark
[3] Univ Texas San Antonio, Dept Mech Engn, San Antonio, TX 78249 USA
关键词
wind farm design; micro-siting; wind farm layout; wind farm performance modeling; nonlinear optimization; metaheuristic optimization; PARTICLE SWARM OPTIMIZATION; LAYOUT OPTIMIZATION; TURBINE WAKES; MAINTENANCE OPTIMIZATION; GENETIC ALGORITHM; OPTIMAL PLACEMENT; SITE SELECTION; OPTIMAL NUMBER; ENERGY; POWER;
D O I
10.3390/en7116930
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This article presents a review of the state of the art of the Wind Farm Design and Optimization (WFDO) problem. The WFDO problem refers to a set of advanced planning actions needed to extremize the performance of wind farms, which may be composed of a few individual Wind Turbines (WTs) up to thousands of WTs. The WFDO problem has been investigated in different scenarios, with substantial differences in main objectives, modelling assumptions, constraints, and numerical solution methods. The aim of this paper is: (1) to present an exhaustive survey of the literature covering the full span of the subject, an analysis of the state-of-the-art models describing the performance of wind farms as well as its extensions, and the numerical approaches used to solve the problem; (2) to provide an overview of the available knowledge and recent progress in the application of such strategies to real onshore and offshore wind farms; and (3) to propose a comprehensive agenda for future research.
引用
收藏
页码:6930 / 7016
页数:87
相关论文
共 355 条
  • [1] Aarts E., 1989, Simulated annealing and Boltzmann machines: a stochastic approach to combinatorial optimization and neural computing
  • [2] Abramson D, 1999, ASIA PAC J OPER RES, V16, P1
  • [3] Adaramola M. S., 2010, P EUR WIND EN C EXH, P1
  • [4] Afanasyeva S, 2013, P EUROPEAN WIND ENER, P1
  • [6] Allender E., 1998, ALGORITHMS THEORY CO, P1
  • [7] Optimal study design for Wind farm in Arwad Island
    Amer, E. Rodeyna
    Abou Hamed, Fareed
    [J]. IMPACT OF INTEGRATED CLEAN ENERGY ON THE FUTURE OF THE MEDITERRANEAN ENVIRONMENT, 2011, 6 : 721 - 735
  • [8] A viscous three-dimensional differential/actuator-disk method for the aerodynamic analysis of wind farms
    Ammara, I
    Leclerc, C
    Masson, C
    [J]. JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME, 2002, 124 (04): : 345 - 356
  • [9] [Anonymous], 2013, Global Wind Statistics 2012. Institutional report, P1
  • [10] [Anonymous], 1985, CHAR ATM TURB NEAR 2