Title: Do wind turbines pose roll hazards to light aircraft?

Journal Article · · Wind Energy Science (Online)

Abstract. Wind energy accounted for 5.6% of all electricity generationin the United States in 2016. Much of this development has occurred in rurallocations, where open spaces favorable for harnessing wind also serve generalaviation airports. As such, nearly 40% of all United States wind turbines existwithin 10km of a small airport. Wind turbines generate electricity byextracting momentum from the atmosphere, creating downwind wakescharacterized by wind-speed deficits and increased turbulence. Recently, theconcern that turbine wakes pose hazards for small aircraft has been used tolimit wind-farm development. Herein, we assess roll hazards to small aircraftusing large-eddy simulations (LES) of a utility-scale turbine wake. Wind-generatedlift forces and subsequent rolling moments are calculated for hypotheticalaircraft transecting the wake in various orientations. Stably and neutrallystratified cases are explored, with the stable case presenting a possibleworst-case scenario due to longer-persisting wakes permitted by lower ambientturbulence. In both cases, only 0.001% of rolling moments experienced byhypothetical aircraft during down-wake and cross-wake transects lead to anincreased risk of rolling.

Research Organization:
National Renewable Energy Laboratory (NREL), Golden, CO (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Wind and Water Technologies Office (EE-4W)
Grant/Contract Number:
AC36-08GO28308
OSTI ID:
1513801
Report Number(s):
NREL/JA-5000-73919
Journal Information:
Wind Energy Science (Online), Journal Name: Wind Energy Science (Online) Journal Issue: 2 Vol. 3; ISSN 2366-7451
Publisher:
European Wind Energy Association - CopernicusCopyright Statement
Country of Publication:
United States
Language:
English

References (64)

The Effect of Wind-Turbine Wakes on Summertime US Midwest Atmospheric Wind Profiles as Observed with Ground-Based Doppler Lidar journal July 2013
Impact of the Diurnal Cycle of the Atmospheric Boundary Layer on Wind-Turbine Wakes: A Numerical Modelling Study journal October 2017
Characterization of the SUMO Turbulence Measurement System for Wind Turbine Wake Assessment journal January 2014
Large-eddy simulation of atmospheric boundary layer flow through wind turbines and wind farms journal April 2011
Tip-vortex instability and turbulent mixing in wind-turbine wakes journal September 2015
Large eddy simulation study of fully developed wind-turbine array boundary layers journal January 2010
Large Eddy Simulation of wind turbine wakes: detailed comparisons of two codes focusing on effects of numerics and subgrid modeling journal June 2015
Implications of Stably Stratified Atmospheric Boundary Layer Turbulence on the Near-Wake Structure of Wind Turbines journal September 2014
Unraveling the Mysteries of Turbulence Transport in a Wind Farm journal June 2015
Toward understanding the physical link between turbines and microclimate impacts from in situ measurements in a large wind farm: MICROCLIMATE WITH TURBINES ON VERSUS OFF journal November 2016
Simulating effects of a wind-turbine array using LES and RANS: Simulating turbines using LES and RANS journal August 2016
Aircraft wake vortices – prediction and mitigation journal December 2007
A near wake model for trailing vorticity compared with the blade element momentum theory journal January 2004
Validation of the actuator line method using near wake measurements of the MEXICO rotor: Validation of the ACL method journal January 2014
Validation of the actuator line method using near wake measurements of the MEXICO rotor journal May 2015
Optimal smoothing length scale for actuator line models of wind turbine blades based on Gaussian body force distribution: Wind energy, actuator line model journal January 2017
Numerical simulations of wake characteristics of a wind turbine in uniform inflow journal January 2010
Stability analysis of the tip vortices of a wind turbine journal March 2010
Review of computational fluid dynamics for wind turbine wake aerodynamics journal February 2011
A Wind-Tunnel Investigation of Wind-Turbine Wakes: Boundary-Layer Turbulence Effects journal April 2009
The Effect of Wind-Turbine Wakes on Summertime US Midwest Atmospheric Wind Profiles as Observed with Ground-Based Doppler Lidar journal July 2013
Dissipation of Turbulence in the Wake of a Wind Turbine journal November 2014
A Wind-Tunnel Simulation of the Wake of a Large Wind Turbine in a Weakly Unstable Boundary Layer journal May 2015
Impact of the Diurnal Cycle of the Atmospheric Boundary Layer on Wind-Turbine Wakes: A Numerical Modelling Study journal October 2017
Visualization of the tip vortices in a wind turbine wake journal November 2011
Wake measurements behind a large horizontal axis wind turbine generator journal January 1984
Near-wake behaviour of wind turbines journal March 1999
Wind turbine wake aerodynamics journal August 2003
Changes in fluxes of heat, H2O, and CO2 caused by a large wind farm journal August 2014
Characterization of the SUMO Turbulence Measurement System for Wind Turbine Wake Assessment journal January 2014
Large-eddy simulation of atmospheric boundary layer flow through wind turbines and wind farms journal April 2011
Detection of tip-vortex signatures behind a 2.5 MW wind turbine journal August 2015
Tip-vortex instability and turbulent mixing in wind-turbine wakes journal September 2015
Impacts of wind farms on land surface temperature journal April 2012
Large eddy simulation study of fully developed wind-turbine array boundary layers journal January 2010
Large-eddy simulation of a very large wind farm in a stable atmospheric boundary layer journal June 2011
Implementation of a generalized actuator disk wind turbine model into the weather research and forecasting model for large-eddy simulation applications journal January 2014
Large eddy simulation of wind turbine wake dynamics in the stable boundary layer using the Weather Research and Forecasting Model journal May 2014
Investigating wind turbine impacts on near-wake flow using profiling lidar data and large-eddy simulations with an actuator disk model journal July 2015
Implementation of a generalized actuator line model for wind turbine parameterization in the Weather Research and Forecasting model journal November 2017
A numerical study of the effects of atmospheric and wake turbulence on wind turbine dynamics journal January 2012
Wake flow in a wind farm during a diurnal cycle journal December 2015
Large Eddy Simulation of wind turbine wakes: detailed comparisons of two codes focusing on effects of numerics and subgrid modeling journal June 2015
The MEXICO project (Model Experiments in Controlled Conditions): The database and first results of data processing and interpretation journal June 2007
Advances in large-eddy simulation of a wind turbine wake journal June 2007
In situ observations of the influence of a large onshore wind farm on near-surface temperature, turbulence intensity and wind speed profiles journal July 2013
Numerical Modeling of Wind Turbine Wakes journal May 2002
Wake Measurements of a Multi-MW Wind Turbine with Coherent Long-Range Pulsed Doppler Wind Lidar journal September 2010
Crop Wind Energy Experiment (CWEX): Observations of Surface-Layer, Boundary Layer, and Mesoscale Interactions with a Wind Farm journal May 2013
Field Measurements of Wind Turbine Wakes with Lidars journal February 2013
High-Resolution Atmospheric Sensing of Multiple Atmospheric Variables Using the DataHawk Small Airborne Measurement System journal October 2013
Quantifying Wind Turbine Wake Characteristics from Scanning Remote Sensor Data journal April 2014
Wind-Turbine Wake Encounter by Light Aircraft journal January 2017
Three-Dimensional Wakes of Simulated Wind Turbines journal September 1981
Energy Effectiveness of Arbitrary Arrays of Wind Turbines journal November 1979
Energy effectiveness of arbitrary arrays of wind turbines conference August 1979
Stability Analysis of the Tip Vortices of a Wind Turbine conference June 2008
Wake Structure of a 2MW Wind Turbine Measured Using an Instrumented UAV
  • Kocer, Gulru; Chokani, Ndaona; Abhari, Reza
  • 50th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition https://doi.org/10.2514/6.2012-231
conference November 2012
An Advanced Actuator Line Method for Wind Energy Applications and Beyond conference January 2017
The Wake Vortex Prediction and Monitoring System WSVBS Part II: Performance and ATC Integration at Frankfurt Airport journal October 2009
Implications of Stably Stratified Atmospheric Boundary Layer Turbulence on the Near-Wake Structure of Wind Turbines journal September 2014
Unraveling the Mysteries of Turbulence Transport in a Wind Farm journal June 2015
Estimation of turbulence dissipation rate and its variability from sonic anemometer and wind Doppler lidar during the XPIA field campaign journal January 2018
Quantifying error of lidar and sodar Doppler beam swinging measurements of wind turbine wakes using computational fluid dynamics journal January 2015