Filtered actuator disks: Theory and application to wind turbine models in large eddy simulation
arXiv:1901.10056 · doi:10.1002/we.2376
Abstract
The actuator disk model (ADM) continues to be a popular wind turbine representation in large eddy simulations (LES) of large wind farms. Computational restrictions typically limit the number of grid points across the rotor of each actuator disk and require spatial filtering to smoothly distribute the applied force distribution on discrete grid points. At typical grid resolutions, simulations cannot capture all of the vorticity shed behind the disk and subsequently over-predict power by upwards of 10%. To correct these modeling errors, we propose a vortex cylinder model to quantify the shed vorticity when a filtered force distribution is applied at the actuator disk. This model is then used to derive a correction factor for numerical simulations that collapses the power curve for simulations at various filter widths and grid resolutions onto the curve obtained using axial momentum theory. The proposed correction therefore facilitates accurate power measurements in LES without resorting to highly refined numerical grids.
arXiv comment7 pages, 3 figures
References in corpus (1)
Cited by in corpus (8)
- Analytical solution for the cumulative wake of wind turbines in wind farms
- Modeling the induction, thrust, and power of a yaw misaligned actuator disk
- Two-scale momentum theory for time-dependent modelling of large wind farms
- Effects of wind veer on a yawed wind turbine wake in atmospheric boundary layer flow
- Two-scale interaction of wake and blockage effects in large wind farms
- Closed-loop model-predictive wind farm flow control under time-varying inflow using FLORIDyn
- The Area Localized Coupled Model for Analytical Mean Flow Prediction in Arbitrary Wind Farm Geometries
- A novel spatial distribution method for wind farm parameterizations based on the Gaussian function