On the scale-to-scale coupling between a full-scale wind turbine and turbulence

被引:8
作者
Chamorro, L. P. [1 ]
Hong, J. [2 ]
Gangodagamage, C. [3 ,4 ]
机构
[1] Univ Illinois, Dept Mech Sci & Engn, Urbana, IL 61801 USA
[2] Univ Minnesota, Dept Mech Engn, St Anthony Falls Lab, Minneapolis, MN 55455 USA
[3] Univ Calif Davis, Dept Land Air & Water Resources, Davis, CA 95616 USA
[4] Los Alamos Natl Lab, Los Alamos, NM USA
关键词
field experiment; flow-structure interaction; turbine loading; wavelet analysis; wind turbine; MULTIFRACTAL FORMALISM; ORGANIZATION; VELOCITY; SIGNALS; LOADS; SHEAR; LAYER;
D O I
10.1080/14685248.2015.1021472
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
The scale-dependent response of an instrumented full-scale wind turbine is studied under neutrally stratified conditions. The analysis is focused on the linkage between the incoming flow, turbine power output and foundation strain. Wind speed, measured from sonic anemometers installed on a meteorological tower, and foundation strain were sampled at 20 Hz, while the turbine power was sampled at 1 Hz. A wavelet framework and structure function are used to obtain cross correlations among flow turbulence, turbine power and strain across scales as well as to quantify intermittent signatures in both flow and turbine quantities. Results indicate that correlation between the streamwise velocity component of the wind flow and turbine power is maximised across all scales larger than the rotor radius for wind measured at the turbine hub height. The characteristic time lag associated with maximum correlation is shown to be consistent with the Taylor's hypothesis for turbulent scales smaller than the separation between the meteorological tower and the turbine. However, it decreases with increasing scale size and diminishes to zero at scales on the order of the boundary layer thickness. Turbine power and strain fluctuations exhibited practically the same behaviour at scales larger than two rotor diameters. At those scales, the cross correlation between these quantities resulted similar to 0.99 and remains still over 0.9 at the scale of rotor radius. Below this scale, the correlation decreases logarithmically with scale. The strong linkage between power and strain for all the relevant scales would eventually allow the analysis of dynamic forcing on the foundation based on the power output. Intermittency on the flow is shown to be transferred and amplified by the turbine, leading to highly intermittent power output.
引用
收藏
页码:617 / 632
页数:16
相关论文
共 47 条
[1]  
Addison P.S., 2002, The illustrated wavelet transform handbook: Introductory theory and applications in science, engineering, medicine, and nance
[2]   Knowledge Is Power [J].
Ahlstrom, Mark ;
Bartlett, Drake ;
Collier, Craig ;
Duchesne, Jacques ;
Edelson, David ;
Gesino, Alejandro ;
Keyser, Marc ;
Maggio, David ;
Milligan, Michael ;
Mohrlen, Corinna ;
O'Sullivan, Jonathan ;
Sharp, Justin ;
Storck, Pascal ;
de la Torre Rodriguez, Miguel .
IEEE POWER & ENERGY MAGAZINE, 2013, 11 (06) :45-52
[3]  
[Anonymous], WAVELET TOUR SIGNAL
[4]  
[Anonymous], CP50041792 NREL
[5]   Estimating intermittency exponent in neutrally stratified atmospheric surface layer flows:: A robust framework based on magnitude cumulant and surrogate analyses [J].
Basu, Sukanta ;
Foufoula-Georgiou, Efi ;
Lashermes, Bruno ;
Arneodo, Alain .
PHYSICS OF FLUIDS, 2007, 19 (11)
[6]   EXTENDED SELF-SIMILARITY IN TURBULENT FLOWS [J].
BENZI, R ;
CILIBERTO, S ;
TRIPICCIONE, R ;
BAUDET, C ;
MASSAIOLI, F ;
SUCCI, S .
PHYSICAL REVIEW E, 1993, 48 (01) :R29-R32
[7]   On the interaction between a turbulent open channel flow and an axial-flow turbine [J].
Chamorro, L. P. ;
Hill, C. ;
Morton, S. ;
Ellis, C. ;
Arndt, R. E. A. ;
Sotiropoulos, F. .
JOURNAL OF FLUID MECHANICS, 2013, 716 :658-670
[8]   Turbulence effects on a full-scale 2.5 MW horizontal-axis wind turbine under neutrally stratified conditions [J].
Chamorro, Leonardo P. ;
Lee, S-J. ;
Olsen, D. ;
Milliren, C. ;
Marr, J. ;
Arndt, R. E. A. ;
Sotiropoulos, F. .
WIND ENERGY, 2015, 18 (02) :339-349
[9]  
Chui CK, 1992, INTRO WAVELETS, P264
[10]   Model of wind shear conditional on turbulence and its impact on wind turbine loads [J].
Dimitrov, Nikolay ;
Natarajan, Anand ;
Kelly, Mark .
WIND ENERGY, 2015, 18 (11) :1917-1931