Open Access
- 29 January 2024
- other
- Published by Copernicus GmbH
- Vol. 2023, 1-24
Abstract
The development of wind energy in recent years has made the representation of wind turbines in numerical models essential for wind resource and environmental assessment. In this study, we introduce a new wind turbine model, the Simple Actuator Disk for Large Eddy Simulation (SADLES), parameterized in the Weather Research and Forecast (WRF) model. Our goal is to perform realistic downscaling of large eddy simulation, so we integrated SADLES and the cell perturbation method as WRF modules and released the code as open-source for further research. We demonstrate the effectiveness of SADLES by comparing a large eddy simulation of a 5-MW wind turbine using the WRF-SADLES with the Parallelized Large-eddy simulation Model (PALM), showing that SADLES can simulate wind turbine wakes effectively at an intermediate resolution of a few dozen meters. Furthermore, we show the applicability of SADLES in wind farm assessment by downscaling the ERA5 reanalysis data to study turbine-to-turbine and farm-to-farm interactions for the Alpha Ventus wind farm. In our case study, due to the wind farm to the southwest, the ambient wind speed at Alpha Ventus is reduced by 14 % and the average turbine power is reduced by 35 %. SADLES provides a promising balance between computational efficiency and accuracy for wind turbine wake simulations and has potential applications in wind energy assessment and wind farm construction planning.Keywords
This publication has 25 references indexed in Scilit:
- Multiscale Simulation of Offshore Wind Variability During Frontal Passage: Brief Implication on Turbines’ Wakes and LoadJournal of Physics: Conference Series, 2022
- Implementation of a generalized actuator disk model into WRF v4.3: A validation study for a real-scale wind turbineRenewable Energy, 2022
- Review of Mesoscale Wind-Farm Parametrizations and Their ApplicationsBoundary-Layer Meteorology, 2021
- A multiscale numerical framework coupled with control strategies for simulating a wind farm in complex terrainEnergy, 2020
- The ERA5 global reanalysisQuarterly Journal of the Royal Meteorological Society, 2020
- Wind turbine wake models developed at the technical university of Denmark: A reviewRenewable and Sustainable Energy Reviews, 2016
- First comparison of LES of an offshore wind turbine wake with dual-Doppler lidar measurements in a German offshore wind farmJournal of Physics: Conference Series, 2015
- Implementation of a generalized actuator disk wind turbine model into the weather research and forecasting model for large-eddy simulation applicationsJournal of Renewable and Sustainable Energy, 2014
- Radiative forcing by long‐lived greenhouse gases: Calculations with the AER radiative transfer modelsJournal of Geophysical Research: Atmospheres, 2008
- Large-Eddy Simulation Of The Stably Stratified Planetary Boundary LayerBoundary-Layer Meteorology, 2000