Implementing Large-Eddy Simulation Capability in a Compressible Mesoscale Model

AbstractThe large size of modern wind turbines and wind farms triggers processes above the surface layer, which extend to the junction between microscales and mesoscales, and pushes the limits of existing approaches to predict the wind. The main objectives of this study are thus to introduce and evaluate an approach that will better account for physical processes within the atmospheric boundary layer (ABL), and allow for both microscale and mesoscale modeling. The proposed method, in which mathematical model and main numerical aspects are presented, combines a mesoscale approach with a large-eddy simulation (LES) model based on the Compressible Community Mesoscale Model (MC2). It is evaluated relying on a shear-driven ABL case allowing the authors to assess the model behavior at very high resolution as well as more specific numerical aspects such as the vertical discretization and time and space splitting of turbulence-related terms. The proposed LES-capable mesoscale model is shown to perform on par with...

[1]  F. Chow,et al.  Evaluation of Turbulence Closure Models for Large-Eddy Simulation over Complex Terrain: Flow over Askervein Hill , 2009 .

[2]  M. Desgagné,et al.  The Canadian MC2: A Semi-Lagrangian, Semi-Implicit Wideband Atmospheric Model Suited for Finescale Process Studies and Simulation , 1997 .

[3]  John C. Wyngaard,et al.  Spectral analysis of large-eddy simulations of the convective boundary layer , 1988 .

[4]  P. J. Mason,et al.  Large‐eddy simulation of stable atmospheric boundary layers with a revised stochastic subgrid model , 1994 .

[5]  U. Piomelli Wall-layer models for large-eddy simulations , 2008 .

[6]  J. McWilliams,et al.  A subgrid-scale model for large-eddy simulation of planetary boundary-layer flows , 1994 .

[7]  Henrik Madsen,et al.  Short‐term Prediction—An Overview , 2003 .

[8]  P. Mason Large‐eddy simulation: A critical review of the technique , 1994 .

[9]  Stephen J. Thomas,et al.  A new adiabatic kernel for the MC2 model , 1998 .

[10]  J. Wyngaard Toward Numerical Modeling in the “Terra Incognita” , 2004 .

[11]  P. Mason,et al.  The Effects of Numerical Dissipation in Large Eddy Simulations , 2000 .

[12]  Yuh-Lang Lin,et al.  Large-Eddy Simulations of the Atmospheric Boundary Layer Using a New Subgrid-Scale Model – I. Slightly unstable and neutral cases , 2001 .

[13]  J. Ferziger,et al.  Explicit Filtering and Reconstruction Turbulence Modeling for Large-Eddy Simulation of Neutral Boundary Layer Flow , 2005 .

[14]  Y. Delage,et al.  PARAMETERISING SUB-GRID SCALE VERTICAL TRANSPORT IN ATMOSPHERIC MODELS UNDER STATICALLY STABLE CONDITIONS , 1997 .

[15]  Ulrich Schumann,et al.  Large-Eddy Simulation of the Convective Boundary Layer: A Comparison of Four Computer Codes , 1993 .

[16]  P. J. Mason,et al.  On Subgrid Models and Filter Operations in Large Eddy Simulations , 1999 .

[17]  D. Thomson,et al.  Stochastic backscatter in large-eddy simulations of boundary layers , 1992, Journal of Fluid Mechanics.

[18]  U. Schumann,et al.  Large‐eddy simulation of a neutrally stratified boundary layer: A comparison of four computer codes , 1994 .

[19]  R. Benoit,et al.  A Finite-Element Model of the Atmospheric Boundary Layer Suitable for Use with Numerical Weather Prediction Models , 1982 .

[20]  S. Pope Turbulent Flows: FUNDAMENTALS , 2000 .

[21]  Patrick Moriarty,et al.  Wind Energy-Related Atmospheric Boundary Layer Large-Eddy Simulation Using OpenFOAM: Preprint , 2010 .

[22]  Elie Bou-Zeid,et al.  Implementation and Evaluation of Dynamic Subfilter-Scale Stress Models for Large-Eddy Simulation Using WRF* , 2012 .

[23]  F. Porté-Agel,et al.  A scale-dependent dynamic model for large-eddy simulation: application to a neutral atmospheric boundary layer , 2000, Journal of Fluid Mechanics.

[24]  René Laprise,et al.  The Formulation of the Andr Robert MC (Mesoscale Compressible Community) Model , 1997 .

[25]  Jake Badger,et al.  Wind Resource Estimation—An Overview , 2003 .

[26]  Christian Masson,et al.  CFD in Wind Energy: The Virtual, Multiscale Wind Tunnel , 2010 .

[27]  Rob Stoll,et al.  Effect of Roughness on Surface Boundary Conditions for Large-Eddy Simulation , 2006 .

[28]  Jimy Dudhia,et al.  Local and mesoscale impacts of wind farms as parameterized in a mesoscale NWP model , 2012 .

[29]  D. Wilcox Turbulence modeling for CFD , 1993 .

[30]  J. Redelsperger,et al.  A turbulence scheme allowing for mesoscale and large‐eddy simulations , 2000 .

[31]  J. Brasseur,et al.  Designing large-eddy simulation of the turbulent boundary layer to capture law-of-the-wall scalinga) , 2010 .

[32]  Jean-Luc Redelsperger,et al.  Numerical and Experimental Investigation of the Neutral Atmospheric Surface Layer , 2007 .

[33]  P. Sullivan,et al.  A Comparison of Shear- and Buoyancy-Driven Planetary Boundary Layer Flows , 1994 .

[34]  J. Dudhia,et al.  Examining Two-Way Grid Nesting for Large Eddy Simulation of the PBL Using the WRF Model , 2007 .

[35]  David Lapointe-Thériault Vers une résolution numérique du vent dans la couche limite atmosphérique à micro-échelle avec la méthode de simulation des grandes échelles (LES) sous OpenFOAM , 2012 .

[36]  Nicolas Gasset Refinement of a mesoscale model for large eddy simulation , 2014 .

[37]  Jean Côté,et al.  Inclusion of a TKE Boundary Layer Parameterization in the Canadian Regional Finite-Element Model , 1989 .

[38]  Luca Bonaventura,et al.  Review of numerical methods for nonhydrostatic weather prediction models , 2003 .

[39]  R. Stull An Introduction to Boundary Layer Meteorology , 1988 .

[40]  Claude Girard,et al.  Stability functions correct at the free convection limit and consistent for for both the surface and Ekman layers , 1992 .

[41]  William J. Shaw,et al.  Meeting Summaries: Research Needs for Wind Resource Characterization , 2009 .

[42]  Michel Desgagné,et al.  Finescale Topography and the MC2 Dynamics Kernel , 2005 .

[43]  Frederick G. Shuman,et al.  NUMERICAL METHODS IN WEATHER PREDICTION: II. SMOOTHING AND FILTERING* , 1957 .

[44]  J. Deardorff Stratocumulus-capped mixed layers derived from a three-dimensional model , 1980 .

[45]  Pedro M. M. Soares,et al.  Parameterization of the atmospheric boundary layer: A View from just above the inversion , 2008 .

[46]  Roger A. Pielke,et al.  Use of meteorological models in computational wind engineering , 1997 .

[47]  Alexandre Favre,et al.  Turbulence: Space‐time statistical properties and behavior in supersonic flows , 1983 .