Modification of Wind Turbine Wakes by Large-Scale, Convective Atmospheric Boundary Layer Structures: Article No. 063304

Lawrence Cheung, Gopal Yalla, Kenneth Brown, Nathaniel deVelder, Alan Hsieh, Thomas Herges, Daniel Houck, David Maniaci, Philip Sakievich, Aliza Abraham

Research output: Contribution to journalArticlepeer-review

Abstract

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-..epsilon.. 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.
Original languageAmerican English
Number of pages19
JournalJournal of Renewable and Sustainable Energy
Volume16
Issue number6
DOIs
StatePublished - 2024

NREL Publication Number

  • NREL/JA-5000-89466

Keywords

  • AWAKEN
  • dual-Doppler radar
  • large-eddy simulation
  • updrafts

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