Optimization of Turbine Tilt in a Wind Farm

被引:8
作者
Cutler, James [1 ]
Stanley, Andrew P. J. [1 ]
Thomas, Jared J. [1 ]
Ning, Andrew [1 ]
机构
[1] Brigham Young Univ, Dept Mech Engn, Provo, UT 84602 USA
来源
AIAA SCITECH 2021 FORUM | 2021年
关键词
WAKES; LAYOUT; FLOW;
D O I
10.2514/6.2021-1180
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Wind farm power production is significantly affected by upstream turbines creating wakes of slower wind speeds that overlap the rotor swept areas of downstream turbines. By optimizing the tilt angle of the turbines in a farm, wakes may be deflected away from downstream turbines, increasing the overall energy production. In this study, we optimized the tilt angle of turbines in a wind farm to maximize energy production. We used an analytic wake model modified for gradient-based optimization to consider wake deflection from tilt. We considered optimizing the tilt angle of each turbine assuming that it remained fixed for the lifetime of the farm. We also considered active tilt control. In a test case using the Princess Amalia 60-turbine wind farm, optimizing fixed tilt angles resulted in a 2.77% increase in the annual energy production(AEP) while using active tilt control resulted in an 13.64% increase in AEP.
引用
收藏
页数:10
相关论文
共 20 条
[1]   An Analytical Model for the Effect of Vertical Wind Veer on Wind Turbine Wakes [J].
Abkar, Mandi ;
Sorensen, Jens Norkaer ;
Porte-Agel, Fernando .
ENERGIES, 2018, 11 (07)
[2]  
Annoni J, 2017, P AMER CONTR CONF, P717, DOI 10.23919/ACC.2017.7963037
[3]   Modelling and measurements of power losses and turbulence intensity in wind turbine wakes at Middelgrunden offshore wind farm [J].
Barthelmie, R. J. ;
Frandsen, S. T. ;
Nielsen, M. N. ;
Pryor, S. C. ;
Rethore, P. -E. ;
Jorgensen, H. E. .
WIND ENERGY, 2007, 10 (06) :517-528
[4]   Evaluation of wind farm efficiency and wind turbine wakes at the Nysted offshore wind farm [J].
Barthelmie, R. J. ;
Jensen, L. E. .
WIND ENERGY, 2010, 13 (06) :573-586
[5]   Modelling and Measuring Flow and Wind Turbine Wakes in Large Wind Farms Offshore [J].
Barthelmie, R. J. ;
Hansen, K. ;
Frandsen, S. T. ;
Rathmann, O. ;
Schepers, J. G. ;
Schlez, W. ;
Phillips, J. ;
Rados, K. ;
Zervos, A. ;
Politis, E. S. ;
Chaviaropoulos, P. K. .
WIND ENERGY, 2009, 12 (05) :431-444
[6]   Experimental and theoretical study of wind turbine wakes in yawed conditions [J].
Bastankhah, Majid ;
Porte-Agel, Fernando .
JOURNAL OF FLUID MECHANICS, 2016, 806 :506-541
[7]   Flow Control Leveraging Downwind Rotors for Improved Wind Power Plant Operation [J].
Bay, Christopher J. ;
Annoni, Jennifer ;
Martinez-Tossas, Luis A. ;
Pao, Lucy Y. ;
Johnson, Kathryn E. .
2019 AMERICAN CONTROL CONFERENCE (ACC), 2019, :2843-2848
[8]  
Brand A., 2012, "Database of measurements on the offshore wind farm Egmond aan Zee
[9]  
Briggs K., 2013, Norik American Windpower, V10
[10]  
Churchfield M, 2012, OVERVIEW SIMULATOR W