The Effect of Wind-Turbine Wakes on Summertime US Midwest Atmospheric Wind Profiles as Observed with Ground-Based Doppler Lidar

We examine the influence of a modern multi-megawatt wind turbine on wind and turbulence profiles three rotor diameters ($$D$$D) downwind of the turbine. Light detection and ranging (lidar) wind-profile observations were collected during summer 2011 in an operating wind farm in central Iowa at 20-m vertical intervals from 40 to 220 m above the surface. After a calibration period during which two lidars were operated next to each other, one lidar was located approximately $$2D$$2D directly south of a wind turbine; the other lidar was moved approximately $$3D$$3D north of the same wind turbine. Data from the two lidars during southerly flow conditions enabled the simultaneous capture of inflow and wake conditions. The inflow wind and turbulence profiles exhibit strong variability with atmospheric stability: daytime profiles are well-mixed with little shear and strong turbulence, while nighttime profiles exhibit minimal turbulence and considerable shear across the rotor disk region and above. Consistent with the observations available from other studies and with wind-tunnel and large-eddy simulation studies, measurable reductions in wake wind-speeds occur at heights spanning the wind turbine rotor (43–117 m), and turbulent quantities increase in the wake. In generalizing these results as a function of inflow wind speed, we find the wind-speed deficit in the wake is largest at hub height or just above, and the maximum deficit occurs when wind speeds are below the rated speed for the turbine. Similarly, the maximum enhancement of turbulence kinetic energy and turbulence intensity occurs at hub height, although observations at the top of the rotor disk do not allow assessment of turbulence in that region. The wind shear below turbine hub height (quantified here with the power-law coefficient) is found to be a useful parameter to identify whether a downwind lidar observes turbine wake or free-flow conditions. These field observations provide data for validating turbine-wake models and wind-tunnel observations, and for guiding assessments of the impacts of wakes on surface turbulent fluxes or surface temperatures downwind of turbines.

[1]  Harry D. Kambezidis,et al.  Wake measurements behind a horizontal-axis 50 kW wind turbine , 1990 .

[2]  Mark Z. Jacobson,et al.  Providing all global energy with wind, water, and solar power, Part I: Technologies, energy resources, quantities and areas of infrastructure, and materials , 2011 .

[3]  R. Marchand,et al.  Constraining cloud lifetime effects of aerosols using A‐Train satellite observations , 2012 .

[4]  D. N. Asimakopoulos,et al.  A field study of the wake behind a 2 MW wind turbine , 1988 .

[5]  John L. Schroeder,et al.  Documenting Wind Speed and Power Deficits behind a Utility-Scale Wind Turbine , 2013 .

[6]  Fernando Porté-Agel,et al.  Large-eddy simulation of atmospheric boundary layer flow through wind turbines and wind farms , 2011 .

[7]  Leo E. Jensen,et al.  Quantifying the Impact of Wind Turbine Wakes on Power Output at Offshore Wind Farms , 2010 .

[8]  F. Porté-Agel,et al.  A Wind-Tunnel Investigation of Wind-Turbine Wakes: Boundary-Layer Turbulence Effects , 2009 .

[9]  Julie K. Lundquist,et al.  Mesoscale Influences of Wind Farms throughout a Diurnal Cycle , 2012 .

[10]  Neil Kelley,et al.  Great Plains Turbulence Environment: Its Origins, Impact, and Simulation , 2006 .

[11]  Julia Gottschall,et al.  Can wind lidars measure turbulence , 2011 .

[12]  A. Blackadar Boundary Layer Wind Maxima and Their Significance for the Growth of Nocturnal Inversions , 1957 .

[13]  Jakob Mann,et al.  Modeling conically scanning lidar error in complex terrain with WAsP Engineering , 2008 .

[14]  Yannick Meillier,et al.  Turbulence Measurements with the CIRES Tethered Lifting System during CASES-99: Calibration and Spectral Analysis of Temperature and Velocity , 2003 .

[15]  J. Michalakes,et al.  A numerical study of the effects of atmospheric and wake turbulence on wind turbine dynamics , 2012 .

[16]  S. Roy Simulating impacts of wind farms on local hydrometeorology , 2011 .

[17]  Vaughn Nelson,et al.  Wind Resource Assessment , 2013 .

[18]  J. Lundquist,et al.  Atmospheric stability affects wind turbine power collection , 2011 .

[19]  Fernando Porté-Agel,et al.  Large-eddy simulation of atmospheric boundary layer flow through wind farms , 2011 .

[20]  Julie K. Lundquist,et al.  Performance of a Wind-Profiling Lidar in the Region of Wind Turbine Rotor Disks , 2010 .

[21]  Stel Nathan Walker,et al.  Wake measurements behind a large horizontal axis wind turbine generator , 1984 .

[22]  F. Porté-Agel,et al.  Effects of Thermal Stability and Incoming Boundary-Layer Flow Characteristics on Wind-Turbine Wakes: A Wind-Tunnel Study , 2010 .

[23]  Larry Mahrt,et al.  Flux Sampling Errors for Aircraft and Towers , 1998 .

[24]  J. C. Barnard,et al.  Observations of wind turbine wakes and surface roughness effects on wind flow variability , 1990 .

[25]  A. Swift,et al.  Speed and Direction Shear in the Stable Nocturnal Boundary Layer , 2009 .

[26]  Michael C. Brower,et al.  Wind Resource Assessment: A Practical Guide to Developing a Wind Project , 2012 .

[27]  F. Porté-Agel,et al.  Large-eddy simulation of a very large wind farm in a stable atmospheric boundary layer , 2011 .

[28]  Torben Mikkelsen,et al.  On mean wind and turbulence profile measurements from ground-based wind lidars: limitations in time and space resolution with continuous wave and pulsed lidar systems , 2009 .

[29]  Morten Nielsen,et al.  Modelling and measurements of power losses and turbulence intensity in wind turbine wakes at Middelgrunden offshore wind farm , 2007 .

[30]  Reza S. Abhari,et al.  Full-Scale Wind Turbine Near-Wake Measurements Using an Instrumented Uninhabited Aerial Vehicle , 2011 .

[31]  Rozenn Wagner,et al.  COMMERCIAL LIDAR PROFILERS FOR WIND ENERGY. A COMPARATIVE GUIDE , 2008 .

[32]  F. Porté-Agel,et al.  Large-Eddy Simulation of Wind-Turbine Wakes: Evaluation of Turbine Parametrisations , 2011 .

[33]  G. Larsen,et al.  Light detection and ranging measurements of wake dynamics part I: one‐dimensional scanning , 2010 .

[34]  F. Porté-Agel,et al.  Field Measurements of Wind Turbine Wakes with Lidars , 2013 .

[35]  Arne V. Johansson,et al.  Pressure fluctuation in high-Reynolds-number turbulent boundary layer: results from experiments and DNS , 2012 .

[36]  Neil Kelley,et al.  Lidar Investigation of Atmosphere Effect on a Wind Turbine Wake , 2013 .

[37]  Evan A. Kalina,et al.  Stability and turbulence in the atmospheric boundary layer: A comparison of remote sensing and tower observations , 2012 .

[38]  R. Stull An Introduction to Boundary Layer Meteorology , 1988 .

[39]  Liming Zhou,et al.  Impacts of wind farms on land surface temperature , 2012 .

[40]  C. Meneveau,et al.  Experimental study of the horizontally averaged flow structure in a model wind-turbine array boundary layer , 2009 .

[41]  J. Gottschall,et al.  Analysis of vertical wind direction and speed gradients for data from the met. mast at Høvsøre , 2010 .

[42]  S. Frandsen Turbulence and turbulence-generated structural loading in wind turbine clusters , 2007 .

[43]  J. Lundquist,et al.  Assessing atmospheric stability and its impacts on rotor‐disk wind characteristics at an onshore wind farm , 2010 .

[44]  N. M. Nielsen,et al.  Offshore Wind Turbine Wakes Measured by Sodar , 2003 .

[45]  Fernando Porté-Agel,et al.  Influence of atmospheric stability on wind-turbine wakes: A large-eddy simulation study , 2014 .

[46]  T. W. Horst,et al.  Crop Wind Energy Experiment (CWEX): Observations of Surface-Layer, Boundary Layer, and Mesoscale Interactions with a Wind Farm , 2013 .

[47]  Per Jonas Petter Lindelöw,et al.  Testing and comparison of lidars for profile and turbulence measurements in wind energy , 2008 .

[48]  Charlotte Bay Hasager,et al.  Length Scales of the Neutral Wind Profile over Homogeneous Terrain , 2010 .

[49]  P. W. Chan,et al.  Measurement of turbulence intensity profile by a mini‐sodar , 2008 .

[50]  M. Kühn,et al.  Wake Measurements of a Multi-MW Wind Turbine with Coherent Long-Range Pulsed Doppler Wind Lidar , 2010 .

[51]  D. Fitzjarrald,et al.  The Early Evening Surface-Layer Transition: Temporal and Spatial Variability , 2001 .

[52]  J. Lundquist,et al.  Nocturnal Low-Level Jet Characteristics Over Kansas During Cases-99 , 2002 .

[53]  X. Bian,et al.  Low-Level Jet Climatology from Enhanced Rawinsonde Observations at a Site in the Southern Great Plains , 1997 .

[54]  M. Schwartz,et al.  Wind Shear Characteristics at Central Plains Tall Towers: Preprint , 2006 .

[55]  Panagiotis Papageorgas,et al.  An experimental study of the near-wake structure of a wind turbine operating over complex terrain , 1995 .

[56]  Michael Milligan,et al.  Large-Scale Wind Integration Studies in the United States: Preliminary Results , 2009 .