skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: A code-independent generalized actuator line model for wind farm aerodynamics over simple and complex terrain

Journal Article · · Environmental Modelling and Software
 [1]; ORCiD logo [2];  [1];  [3];  [3]
  1. Univ. of Wyoming, Laramie, WY (United States)
  2. Univ. of Wyoming, Laramie, WY (United States); Institute of High Performance Computing (Singapore)
  3. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)

Actuator line model representations of wind turbines reduce the simulation cost of wind farm aerodynamics relative to blade geometry resolving simulations. However, most implementations are code specific and may not have proper load balancing when run in parallel. Here, a generalized actuator line model (GALM) is developed to overcome this implementation drawback of existing approaches. The GALM can be coupled to any existing microscale solver with minimal or no modifications. The coupling of our GALM model with the open-source microscale code CgWind is used to demonstrate both its ease of use and fidelity. The results obtained from the coupled-model simulations are validated for both isolated turbine in wind tunnel experiments and measurements in offshore wind farm. Finally, an operational wind farm over complex terrain is demonstrated. The simulations show that wake meandering and power production are strongly influenced by terrain impacts. Access information for obtaining the code is provided.

Research Organization:
Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA)
Grant/Contract Number:
AC52-07NA27344
OSTI ID:
1810649
Report Number(s):
LLNL-JRNL-793105; 992765
Journal Information:
Environmental Modelling and Software, Vol. 94, Issue na; ISSN 1364-8152
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (34)

Wind flow simulations on idealized and real complex terrain using various turbulence models journal September 2014
The Parallelized Large-Eddy Simulation Model (PALM) version 4.0 for atmospheric and oceanic flows: model formulation, recent developments, and future perspectives journal January 2015
Temporal structure of aggregate power fluctuations in large-eddy simulations of extended wind-farms journal July 2014
Large-eddy simulation of turbulent flow past wind turbines/farms: the Virtual Wind Simulator (VWiS): LES of turbulent flow past wind turbines/farms: VWiS journal August 2014
Implementation of a Nonlinear Subfilter Turbulence Stress Model for Large-Eddy Simulation in the Advanced Research WRF Model journal November 2010
Review of computational fluid dynamics for wind turbine wake aerodynamics journal February 2011
The spectrum of power from wind turbines journal June 2007
Unsteady actuator disc model for horizontal axis wind turbines journal January 1992
General Circulation Experiments with the Primitive Equations: i. the Basic Experiment* journal March 1963
A sensitivity study of the WRF model in wind simulation for an area of high wind energy journal July 2012
Coupling of mesoscale and microscale models—an approach to simulate scale interaction journal September 2000
A coupled mesoscale–microscale framework for wind resource estimation and farm aerodynamics journal September 2014
Numerical Study of the Neutral Atmospheric Boundary Layer Over Complex Terrain journal January 2012
A Large-Eddy Simulation Model for Boundary-Layer Flow Over Surfaces with Horizontally Resolved but Vertically Unresolved Roughness Elements journal September 2010
A tensorial approach to computational continuum mechanics using object-oriented techniques journal January 1998
Subgrid-scale modelling for the large-eddy simulation of high-Reynolds-number boundary layers journal April 1997
Wind field simulation journal October 1998
Numerical modelling of wind flow over a complex topography journal February 2010
Large eddy simulation study of fully developed wind-turbine array boundary layers journal January 2010
Hybrid RANS/LES method for wind flow over complex terrain journal January 2010
Micro-siting technique for wind turbine generators by using large-eddy simulation journal October 2008
One-way mesoscale-microscale coupling for the simulation of atmospheric flows over complex terrain: One-way mesoscale-microscale coupling journal April 2014
Validation of a CFD model of wind turbine wakes with terrain effects journal December 2013
Large-eddy simulation of atmospheric boundary layer flow through wind turbines and wind farms journal April 2011
Aerodynamic analysis of HAWTs operating in unsteady conditions: Unsteady Aerodynamics of HAWTs journal January 2001
A numerical study of three-dimensional turbulent channel flow at large Reynolds numbers journal April 1970
Comparison of Measured and Numerically Simulated Turbulence Statistics in a Convective Boundary Layer Over Complex Terrain journal November 2016
Numerical Modeling of Wind Turbine Wakes journal May 2002
Large-Eddy Simulation of Wind-Turbine Wakes: Evaluation of Turbine Parametrisations journal December 2010
A Viscous Three-Dimensional Differential/Actuator-Disk Method for the Aerodynamic Analysis of Wind Farms journal November 2002
Large-eddy simulations of the Lillgrund wind farm: LES of the Lillgrund wind farm journal February 2014
A simple atmospheric boundary layer model applied to large eddy simulations of wind turbine wakes: A simple ABL model applied to LES of wind turbine wakes journal April 2013
Implementation of a generalized actuator disk wind turbine model into the weather research and forecasting model for large-eddy simulation applications journal January 2014
Wind resource modelling in complex terrain using different mesoscale–microscale coupling techniques journal August 2013

Cited By (1)

Actuator Disc Approach of Wind Turbine Wake Simulation Considering Balance of Turbulence Kinetic Energy journal December 2018