Abstract

The National Renewable Energy Laboratory's Simulator for On/Offshore Wind Farm Applications contains an OpenFOAM-based flow solver for performing large-eddy simulation of flow through wind plants. The solver computes the atmospheric boundary layer flow and models turbines with actuator lines. Until recently, the solver was limited to flows over flat terrain and could only use the standard Smagorinsky subgrid-scale model. In this work, we present our improvements to the flow solver that enable us to 1) use any OpenFOAM-standard subgrid-scale model and 2) simulate flow over complex terrain. We used the flow solver to compute a stably stratified atmospheric boundary layer using both the standard and the Lagrangian-averaged scale-independent dynamic Smagorinsky models. Surprisingly, the results using the standard Smagorinsky model compare well to other researchers' results of the same case, although it is often said that the standard Smagorinsky model is too dissipative for accurate stable stratification calculations. The scale-independent dynamic subgrid-scale model produced poor results, probably due to the spikes in model constant with values as high as 4.6. We applied a simple bounding of the model constant to remove these spikes, which caused the model to produce results much more in line with other researchers' results. We also computed flow over a simple hilly terrain and performed some basic qualitative analysis to verify the proper operation of the terrain-local surface stress model we employed.

Highlights

  • In this work, we present improvements to the OpenFOAM-based Simulator for On/Offshore Wind Farm Applications (SOWFA), that is being continually developed at the U.S Department of Energy’s National Renewable Energy Laboratory (NREL)

  • We present our improvements to the flow solver that enable us to 1) use any OpenFOAM-standard subgrid-scale model and 2) simulate flow over complex terrain

  • We present improvements to the OpenFOAM-based Simulator for On/Offshore Wind Farm Applications (SOWFA), that is being continually developed at the U.S Department of Energy’s National Renewable Energy Laboratory (NREL)

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Summary

Introduction

SOWFA was limited to computing wind farm flow over flat terrain under neutral or unstable atmospheric conditions. The flat terrain limitation existed because we had implemented planetary surface shear stress and temperature flux models commonly used in the atmospheric LES. The limitation that only neutral and unstable atmospheric conditions could be simulated was due to the fact that the flow solver relied on a cell face-based subgrid-scale (SGS) viscosity formulation, which deviates from the OpenFOAM-standard cell-centered turbulence variable approach. This means that the OpenFOAM-standard SGS models were not compatible with our custom LES solver. The Lagrangian-averaged scale-dependent dynamic Smagorinsky model of Stoll and PortéAgel [4] has been shown to perform well in stably stratified atmospheric flows [5]

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