Articles | Volume 3, issue 2
https://doi.org/10.5194/wes-3-589-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/wes-3-589-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
04 Sep 2018
Research article |
| 04 Sep 2018
| 04 Sep 2018
Large-eddy simulation sensitivities to variations of configuration and forcing parameters in canonical boundary-layer flows for wind energy applications
Jeffrey D. Mirocha
CORRESPONDING AUTHOR
Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
Matthew J. Churchfield
National Renewable Energy Laboratory, Golden, CO 80401, USA
Domingo Muñoz-Esparza
Los Alamos National Laboratory, Los Alamos, NM 87545, USA
current address: National Center for Atmospheric Research,
Boulder, CO 80305, USA
Raj K. Rai
Pacific Northwest National Laboratory, Richland, WA 99354, USA
Argonne National Laboratory, Lemont, IL 60439, USA
Branko Kosović
National Center for Atmospheric Research, Boulder, CO 80305, USA
Sue Ellen Haupt
National Center for Atmospheric Research, Boulder, CO 80305, USA
Barbara Brown
National Center for Atmospheric Research, Boulder, CO 80305, USA
Brandon L. Ennis
Sandia National Laboratories, Albuquerque, NM 87185, USA
Caroline Draxl
National Renewable Energy Laboratory, Golden, CO 80401, USA
Javier Sanz Rodrigo
Centro Nacional de Energías Renovables, Sarriguren, Navarra,
31621E, Spain
William J. Shaw
Pacific Northwest National Laboratory, Richland, WA 99354, USA
Larry K. Berg
Pacific Northwest National Laboratory, Richland, WA 99354, USA
Patrick J. Moriarty
National Renewable Energy Laboratory, Golden, CO 80401, USA
Rodman R. Linn
Los Alamos National Laboratory, Los Alamos, NM 87545, USA
Veerabhadra R. Kotamarthi
Argonne National Laboratory, Lemont, IL 60439, USA
Ramesh Balakrishnan
Argonne National Laboratory, Lemont, IL 60439, USA
Joel W. Cline
US Department of Energy, Wind Energy Technology Office, Washington
DC 20585, USA
Michael C. Robinson
National Renewable Energy Laboratory, Golden, CO 80401, USA
US Department of Energy, Wind Energy Technology Office, Washington
DC 20585, USA
Shreyas Ananthan
US Department of Energy, Wind Energy Technology Office, Washington
DC 20585, USA
current address: National Renewable Energy Laboratory, Golden,
CO 80401, USA
Viewed
Total article views: 5,295 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 28 Aug 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 3,573 | 1,591 | 131 | 5,295 | 124 | 129 |
- HTML: 3,573
- PDF: 1,591
- XML: 131
- Total: 5,295
- BibTeX: 124
- EndNote: 129
Total article views: 4,215 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 04 Sep 2018)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 3,078 | 1,018 | 119 | 4,215 | 110 | 111 |
- HTML: 3,078
- PDF: 1,018
- XML: 119
- Total: 4,215
- BibTeX: 110
- EndNote: 111
Total article views: 1,080 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 28 Aug 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 495 | 573 | 12 | 1,080 | 14 | 18 |
- HTML: 495
- PDF: 573
- XML: 12
- Total: 1,080
- BibTeX: 14
- EndNote: 18
Viewed (geographical distribution)
Total article views: 5,295 (including HTML, PDF, and XML)
Thereof 4,518 with geography defined
and 777 with unknown origin.
Total article views: 4,215 (including HTML, PDF, and XML)
Thereof 3,481 with geography defined
and 734 with unknown origin.
Total article views: 1,080 (including HTML, PDF, and XML)
Thereof 1,037 with geography defined
and 43 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
22 citations as recorded by crossref.
- 100 Years of Progress in Applied Meteorology. Part II: Applications that Address Growing Populations S. Haupt et al. 10.1175/AMSMONOGRAPHS-D-18-0007.1
- Evaluating planetary boundary-layer schemes and large-eddy simulations with measurements from a 250-m meteorological mast A. Peña & A. Hahmann 10.1088/1742-6596/1618/6/062001
- Large eddy simulation of atmospheric boundary layer flow over complex terrain in comparison with RANS simulation and on-site measurements under neutral stability condition Y. Han et al. 10.1063/5.0133585
- Large eddy simulations of floating offshore wind turbine wakes with coupled platform motion H. Johlas et al. 10.1088/1742-6596/1256/1/012018
- Baroclinicity and directional shear explain departures from the logarithmic wind profile K. Ghannam & E. Bou‐Zeid 10.1002/qj.3927
- Large-eddy simulations of idealized atmospheric boundary layers using Nalu-Wind C. Kaul et al. 10.1088/1742-6596/1452/1/012078
- High-fidelity wind farm simulation methodology with experimental validation A. Hsieh et al. 10.1016/j.jweia.2021.104754
- A New Planetary Boundary Layer Scheme Based on LES: Application to the XPIA Campaign C. Senel et al. 10.1029/2018MS001580
- Evaluation of idealized large-eddy simulations performed with the Weather Research and Forecasting model using turbulence measurements from a 250 m meteorological mast A. Peña et al. 10.5194/wes-6-645-2021
- The FastEddy® Resident‐GPU Accelerated Large‐Eddy Simulation Framework: Model Formulation, Dynamical‐Core Validation and Performance Benchmarks J. Sauer & D. Muñoz‐Esparza 10.1029/2020MS002100
- Evaluation of wind farm parameterizations in the WRF model under different atmospheric stability conditions with high-resolution wake simulations O. García-Santiago et al. 10.5194/wes-9-963-2024
- Power and Wind Shear Implications of Large Wind Turbine Scenarios in the US Central Plains R. Barthelmie et al. 10.3390/en13164269
- Comparison of large-eddy simulations of wakes with wind farm wake parametrizations using the Weather Research and Forecasting model A. Peña & J. Mirocha 10.1088/1742-6596/1934/1/012010
- Large eddy simulations of curled wakes from tilted wind turbines H. Johlas et al. 10.1016/j.renene.2022.02.018
- Development of a Computational System to Improve Wind Farm Layout, Part II: Wind Turbine Wakes Interaction R. Rodrigues & C. Lengsfeld 10.3390/en12071328
- Performance Assessment of Dynamic Downscaling of WRF to Simulate Convective Conditions during Sagebrush Phase 1 Tracer Experiments S. Bhimireddy & K. Bhaganagar 10.3390/atmos9120505
- Sensitivity of multiscale large Eddy simulations for wind power calculations in complex terrain G. De Moliner et al. 10.1016/j.apenergy.2024.123195
- Departure from Flux-Gradient Relation in the Planetary Boundary Layer P. Santos et al. 10.3390/atmos12060672
- Model intercomparison of the ABL, turbines, and wakes within the AWAKEN wind farms under neutral stability conditions A. Hsieh et al. 10.1063/5.0211729
- Wind Farm Inflow Wind Simulation based on Mesoscale and Microscale Coupling Z. Zhang et al. 10.1088/1742-6596/2265/2/022044
- Mesoscale to Microscale Coupling for Wind Energy Applications: Addressing the Challenges S. Haupt et al. 10.1088/1742-6596/1452/1/012076
- A New Planetary Boundary Layer Scheme Based on LES: Application to the XPIA Campaign C. Senel et al. 10.1029/2018MS001580
21 citations as recorded by crossref.
- 100 Years of Progress in Applied Meteorology. Part II: Applications that Address Growing Populations S. Haupt et al. 10.1175/AMSMONOGRAPHS-D-18-0007.1
- Evaluating planetary boundary-layer schemes and large-eddy simulations with measurements from a 250-m meteorological mast A. Peña & A. Hahmann 10.1088/1742-6596/1618/6/062001
- Large eddy simulation of atmospheric boundary layer flow over complex terrain in comparison with RANS simulation and on-site measurements under neutral stability condition Y. Han et al. 10.1063/5.0133585
- Large eddy simulations of floating offshore wind turbine wakes with coupled platform motion H. Johlas et al. 10.1088/1742-6596/1256/1/012018
- Baroclinicity and directional shear explain departures from the logarithmic wind profile K. Ghannam & E. Bou‐Zeid 10.1002/qj.3927
- Large-eddy simulations of idealized atmospheric boundary layers using Nalu-Wind C. Kaul et al. 10.1088/1742-6596/1452/1/012078
- High-fidelity wind farm simulation methodology with experimental validation A. Hsieh et al. 10.1016/j.jweia.2021.104754
- A New Planetary Boundary Layer Scheme Based on LES: Application to the XPIA Campaign C. Senel et al. 10.1029/2018MS001580
- Evaluation of idealized large-eddy simulations performed with the Weather Research and Forecasting model using turbulence measurements from a 250 m meteorological mast A. Peña et al. 10.5194/wes-6-645-2021
- The FastEddy® Resident‐GPU Accelerated Large‐Eddy Simulation Framework: Model Formulation, Dynamical‐Core Validation and Performance Benchmarks J. Sauer & D. Muñoz‐Esparza 10.1029/2020MS002100
- Evaluation of wind farm parameterizations in the WRF model under different atmospheric stability conditions with high-resolution wake simulations O. García-Santiago et al. 10.5194/wes-9-963-2024
- Power and Wind Shear Implications of Large Wind Turbine Scenarios in the US Central Plains R. Barthelmie et al. 10.3390/en13164269
- Comparison of large-eddy simulations of wakes with wind farm wake parametrizations using the Weather Research and Forecasting model A. Peña & J. Mirocha 10.1088/1742-6596/1934/1/012010
- Large eddy simulations of curled wakes from tilted wind turbines H. Johlas et al. 10.1016/j.renene.2022.02.018
- Development of a Computational System to Improve Wind Farm Layout, Part II: Wind Turbine Wakes Interaction R. Rodrigues & C. Lengsfeld 10.3390/en12071328
- Performance Assessment of Dynamic Downscaling of WRF to Simulate Convective Conditions during Sagebrush Phase 1 Tracer Experiments S. Bhimireddy & K. Bhaganagar 10.3390/atmos9120505
- Sensitivity of multiscale large Eddy simulations for wind power calculations in complex terrain G. De Moliner et al. 10.1016/j.apenergy.2024.123195
- Departure from Flux-Gradient Relation in the Planetary Boundary Layer P. Santos et al. 10.3390/atmos12060672
- Model intercomparison of the ABL, turbines, and wakes within the AWAKEN wind farms under neutral stability conditions A. Hsieh et al. 10.1063/5.0211729
- Wind Farm Inflow Wind Simulation based on Mesoscale and Microscale Coupling Z. Zhang et al. 10.1088/1742-6596/2265/2/022044
- Mesoscale to Microscale Coupling for Wind Energy Applications: Addressing the Challenges S. Haupt et al. 10.1088/1742-6596/1452/1/012076
1 citations as recorded by crossref.
Latest update: 03 Jul 2025
Short summary
This paper validates the use of idealized large-eddy simulations with periodic lateral boundary conditions to provide boundary-layer flow quantities of interest for wind energy applications. Sensitivities to model formulation, forcing parameter values, and grid configurations were also examined, both to ascertain the robustness of the technique and to characterize inherent uncertainties, as required for the evaluation of more general wind plant flow simulation approaches under development.
This paper validates the use of idealized large-eddy simulations with periodic lateral boundary...
Altmetrics
Final-revised paper
Preprint