Turbulent Kinetic Energy over Large Offshore Wind Farms Observed and Simulated by the Mesoscale Model WRF (3.8.1)

Julie Lundquist, Simon Siedersleben, Andreas Platis, Bughsin Djath, Astrid Lampert, Konrad Bärfuss, Beatriz Canadillas, Johannes Schulz-Stellenfleth, Jens Bange, Tom Neumann, Stefan Emeis

Research output: Contribution to journalArticlepeer-review

46 Scopus Citations

Abstract

Wind farms affect local weather and microclimates; hence, parameterizations of their effects have been developed for numerical weather prediction models. While most wind farm parameterizations (WFPs) include drag effects of wind farms, models differ on whether or not an additional turbulent kinetic energy (TKE) source should be included in these parameterizations to simulate the impact of wind farms on the boundary layer. Therefore, we use aircraft measurements above large offshore wind farms in stable conditions to evaluate WFP choices. Of the three case studies we examine, we find the simulated ambient background flow to agree with observations of temperature stratification and winds. This agreement allows us to explore the sensitivity of simulated wind farm effects with respect to modeling choices such as whether or not to include a TKE source, horizontal resolution, vertical resolution and advection of TKE. For a stably stratified marine atmospheric boundary layer (MABL), a TKE source and a horizontal resolution on the order of 5?km or finer are necessary to represent the impact of offshore wind farms on the MABL. Additionally, TKE advection results in excessively reduced TKE over the wind farms, which in turn causes an underestimation of the wind speed deficit above the wind farm. Furthermore, using fine vertical resolution increases the agreement of the simulated wind speed with satellite observations of surface wind speed.
Original languageAmerican English
Number of pages20
JournalGeoscientific Model Development
Volume13
Issue number1
DOIs
StatePublished - 2020

NREL Publication Number

  • NREL/JA-5000-75874

Keywords

  • offshore wind farms
  • turbulent kinetic energy
  • weather predication models
  • wind farm parameterizations

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