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Modification of wind turbine wakes by large-scale, convective atmospheric boundary layer structures

Journal Article · · Journal of Renewable and Sustainable Energy
DOI:https://doi.org/10.1063/5.0211722· OSTI ID:2480653

In this study, we consider the impact of large-scale, convective structures in an unstable atmospheric boundary layer on wind turbine wakes. Simulation data from a high-fidelity large-eddy simulation (LES) of the AWAKEN wind farm site matching unstable atmospheric conditions were analyzed, and both turbine performance and wake behavior were affected based on their location relative to the convective structures. Turbines located in updraft regions of the flow experienced lower inflow velocity and generated less power, but their wakes were observed to recover faster and saw greater turbulent kinetic energy mixing higher in the boundary layer. The opposite effect was found for turbines in the downdraft regions of the convective structures. A simplified model of this wake behavior was also developed based on a two-dimensional k– ε Reynolds-Averaged Navier–Stokes formulation. This simplified model included the effects of vertical transport, but could be efficiently solved as a parabolic system, and was found to capture similar wake modifications observed in the high-fidelity LES computations.

Research Organization:
National Renewable Energy Laboratory (NREL), Golden, CO (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Wind Energy Technologies Office; USDOE National Nuclear Security Administration (NNSA); USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF)
Grant/Contract Number:
AC36-08GO28308; NA0003525; AC05-00OR22725
OSTI ID:
2480653
Report Number(s):
NREL/JA-5000-89466; MainId:90245; UUID:617e09b7-db44-4589-b815-1a3e2faf165b; MainAdminId:72849
Journal Information:
Journal of Renewable and Sustainable Energy, Vol. 16, Issue 6; ISSN 1941-7012
Publisher:
American Institute of Physics (AIP)Copyright Statement
Country of Publication:
United States
Language:
English

References (29)

Coherent structures—reality and myth journal January 1983
Roll vortices in the planetary boundary layer: A review journal August 1993
Transition in atmospheric boundary layer turbulence structure from neutral to convective, and large-scale rolls journal March 2021
k ‐ ϵ Model for the Atmospheric Boundary Layer Under Various Thermal Stratifications journal June 2005
Parabolic RANS solver for low-computational-cost simulations of wind turbine wakes: Parabolic RANS solver for low-computational-cost simulations of wind turbine wakes journal December 2017
ExaWind: A multifidelity modeling and simulation environment for wind energy journal January 2020
Influence of atmospheric stability on wind-turbine wakes: A large-eddy simulation study journal March 2015
The Effect of Mesh Resolution on Convective Boundary Layer Statistics and Structures Generated by Large-Eddy Simulation journal October 2011
Experimental and theoretical study of wind turbine wakes in yawed conditions journal October 2016
Theory and verification of a new 3D RANS wake model journal January 2020
Diurnal evolution of wind structure and data availability measured by the DOE prototype radar system journal November 2017
Large-Scale Coherent Turbulence Structures in the Atmospheric Boundary Layer over Flat Terrain journal December 2022
ExaWind: Open‐source CFD for hybrid‐RANS/LES geometry‐resolved wind turbine simulations in atmospheric flows journal January 2024
Analytical Modeling of Wind Farms: A New Approach for Power Prediction journal September 2016
Calculating the flowfield in the wake of wind turbines journal January 1988
Comparison of Eddy-Viscosity Turbulence Models in Flows with Adverse Pressure Gradient journal October 2006
Estimating Uncertainties from Dual-Doppler Radar Measurements of Onshore Wind Plants Using LES journal June 2024
A Conservative Adaptive Projection Method for the Variable Density Incompressible Navier–Stokes Equations journal May 1998
Modeling of wind turbine wakes under thermally-stratified atmospheric boundary layer journal January 2017
Highly parallelisable simulations of time-dependent viscoplastic fluid flow with structured adaptive mesh refinement journal September 2018
Overview of recent observations and simulations from the American WAKE experimeNt (AWAKEN) field campaign journal May 2023
Two-equation eddy-viscosity turbulence models for engineering applications journal August 1994
The structure of turbulent boundary layers journal December 1967
Investigations of Farm-to-Farm Interactions and Blockage Effects from AWAKEN Using Large-Scale Numerical Simulations journal May 2023
Pseudo-2D RANS: A LiDAR-driven mid-fidelity model for simulations of wind farm flows journal March 2022
The curled wake model: a three-dimensional and extremely fast steady-state wake solver for wind plant flows journal January 2021
The prediction of laminarization with a two-equation model of turbulence journal February 1972
Near-wall turbulence closure modeling without “damping functions” journal September 1991
Towards Reconciling the Large-Scale Structure of Turbulent Boundary Layers in the Atmosphere and Laboratory journal June 2012