DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Results of the GABLS3 diurnal-cycle benchmark for wind energy applications

Abstract

We present results of the GABLS3 model intercomparison benchmark revisited for wind energy applications. The case consists of a diurnal cycle, measured at the 200-m tall Cabauw tower in the Netherlands, including a nocturnal low-level jet. The benchmark includes a sensitivity analysis of WRF simulations using two input meteorological databases and five planetary boundary-layer schemes. A reference set of mesoscale tendencies is used to drive microscale simulations using RANS k-ϵ and LES turbulence models. The validation is based on rotor-based quantities of interest. Cycle-integrated mean absolute errors are used to quantify model performance. The results of the benchmark are used to discuss input uncertainties from mesoscale modelling, different meso-micro coupling strategies (online vs offline) and consistency between RANS and LES codes when dealing with boundary-layer mean flow quantities. Altogether, all the microscale simulations produce a consistent coupling with mesoscale forcings.

Authors:
 [1];  [2];  [3];  [3];  [4];  [1];  [5];  [6];  [7];  [8];  [6];  [2];  [9];  [4];  [4];  [2]
  1. National Renewable Energy Centre, Sarriguren (Spain)
  2. Univ. of Porto, Porto (Portugal)
  3. Barcelona Supercomputing Centre, Barcelona (Spain)
  4. Technical Univ. of Denmark, Roskilde (Denmark)
  5. National Renewable Energy Lab. (NREL), Boulder, CO (United States)
  6. National Centre for Atmospheric Research, Boulder, CO (United States)
  7. National Renewable Energy Lab. (NREL), Boulder, CO (United States); Univ. of Colorado, Boulder, CO (United States)
  8. Univ. of Leuven, Leuven (Belgium)
  9. Univ. of Colorado, Boulder, CO (United States)
Publication Date:
Research Org.:
National Renewable Energy Laboratory (NREL), Golden, CO (United States)
Sponsoring Org.:
USDOE Office of Energy Efficiency and Renewable Energy (EERE)
OSTI Identifier:
1373675
Report Number(s):
NREL/JA-5000-68985
Journal ID: ISSN 1742-6588
Grant/Contract Number:  
AC36-08GO28308
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Physics. Conference Series
Additional Journal Information:
Journal Volume: 854; Journal ID: ISSN 1742-6588
Publisher:
IOP Publishing
Country of Publication:
United States
Language:
English
Subject:
17 WIND ENERGY; GABLS3; wind energy; benchmark

Citation Formats

Rodrigo, J. Sanz, Allaerts, D., Avila, M., Barcons, J., Cavar, D., Chavez Arroyo, R. A., Churchfield, Matthew J., Kosovic, B., Lundquist, Julie K., Meyers, J., Esparza, D. Munoz, Palma, J. M.L.M., Tomaszewski, J. M., Troldborg, N., van der Laan, M. P., and Rodrigues, C. Veiga. Results of the GABLS3 diurnal-cycle benchmark for wind energy applications. United States: N. p., 2017. Web. doi:10.1088/1742-6596/854/1/012037.
Rodrigo, J. Sanz, Allaerts, D., Avila, M., Barcons, J., Cavar, D., Chavez Arroyo, R. A., Churchfield, Matthew J., Kosovic, B., Lundquist, Julie K., Meyers, J., Esparza, D. Munoz, Palma, J. M.L.M., Tomaszewski, J. M., Troldborg, N., van der Laan, M. P., & Rodrigues, C. Veiga. Results of the GABLS3 diurnal-cycle benchmark for wind energy applications. United States. https://doi.org/10.1088/1742-6596/854/1/012037
Rodrigo, J. Sanz, Allaerts, D., Avila, M., Barcons, J., Cavar, D., Chavez Arroyo, R. A., Churchfield, Matthew J., Kosovic, B., Lundquist, Julie K., Meyers, J., Esparza, D. Munoz, Palma, J. M.L.M., Tomaszewski, J. M., Troldborg, N., van der Laan, M. P., and Rodrigues, C. Veiga. Tue . "Results of the GABLS3 diurnal-cycle benchmark for wind energy applications". United States. https://doi.org/10.1088/1742-6596/854/1/012037. https://www.osti.gov/servlets/purl/1373675.
@article{osti_1373675,
title = {Results of the GABLS3 diurnal-cycle benchmark for wind energy applications},
author = {Rodrigo, J. Sanz and Allaerts, D. and Avila, M. and Barcons, J. and Cavar, D. and Chavez Arroyo, R. A. and Churchfield, Matthew J. and Kosovic, B. and Lundquist, Julie K. and Meyers, J. and Esparza, D. Munoz and Palma, J. M.L.M. and Tomaszewski, J. M. and Troldborg, N. and van der Laan, M. P. and Rodrigues, C. Veiga},
abstractNote = {We present results of the GABLS3 model intercomparison benchmark revisited for wind energy applications. The case consists of a diurnal cycle, measured at the 200-m tall Cabauw tower in the Netherlands, including a nocturnal low-level jet. The benchmark includes a sensitivity analysis of WRF simulations using two input meteorological databases and five planetary boundary-layer schemes. A reference set of mesoscale tendencies is used to drive microscale simulations using RANS k-ϵ and LES turbulence models. The validation is based on rotor-based quantities of interest. Cycle-integrated mean absolute errors are used to quantify model performance. The results of the benchmark are used to discuss input uncertainties from mesoscale modelling, different meso-micro coupling strategies (online vs offline) and consistency between RANS and LES codes when dealing with boundary-layer mean flow quantities. Altogether, all the microscale simulations produce a consistent coupling with mesoscale forcings.},
doi = {10.1088/1742-6596/854/1/012037},
journal = {Journal of Physics. Conference Series},
number = ,
volume = 854,
place = {United States},
year = {Tue Jun 13 00:00:00 EDT 2017},
month = {Tue Jun 13 00:00:00 EDT 2017}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 10 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Mesoscale to microscale wind farm flow modeling and evaluation: Mesoscale to Microscale Wind Farm Models
journal, August 2016

  • Sanz Rodrigo, Javier; Chávez Arroyo, Roberto Aurelio; Moriarty, Patrick
  • Wiley Interdisciplinary Reviews: Energy and Environment, Vol. 6, Issue 2
  • DOI: 10.1002/wene.214

A Climatology of Nocturnal Low-Level Jets at Cabauw
journal, August 2009

  • Baas, P.; Bosveld, F. C.; Klein Baltink, H.
  • Journal of Applied Meteorology and Climatology, Vol. 48, Issue 8
  • DOI: 10.1175/2009JAMC1965.1

The Third GABLS Intercomparison Case for Evaluation Studies of Boundary-Layer Models. Part A: Case Selection and Set-Up
journal, March 2014

  • Bosveld, Fred C.; Baas, Peter; van Meijgaard, Erik
  • Boundary-Layer Meteorology, Vol. 152, Issue 2
  • DOI: 10.1007/s10546-014-9917-3

The Third GABLS Intercomparison Case for Evaluation Studies of Boundary-Layer Models. Part B: Results and Process Understanding
journal, March 2014

  • Bosveld, Fred C.; Baas, Peter; Steeneveld, Gert-Jan
  • Boundary-Layer Meteorology, Vol. 152, Issue 2
  • DOI: 10.1007/s10546-014-9919-1

On the impact of non-Gaussian wind statistics on wind turbines – an experimental approach
journal, January 2017

  • Schottler, Jannik; Reinke, Nico; Hölling, Agnieszka
  • Wind Energy Science, Vol. 2, Issue 1
  • DOI: 10.5194/wes-2-1-2017

Evaluation of the Weather Research and Forecasting Mesoscale Model for GABLS3: Impact of Boundary-Layer Schemes, Boundary Conditions and Spin-Up
journal, April 2014

  • Kleczek, Michal A.; Steeneveld, Gert-Jan; Holtslag, Albert A. M.
  • Boundary-Layer Meteorology, Vol. 152, Issue 2
  • DOI: 10.1007/s10546-014-9925-3

A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes
journal, September 2006

  • Hong, Song-You; Noh, Yign; Dudhia, Jimy
  • Monthly Weather Review, Vol. 134, Issue 9
  • DOI: 10.1175/MWR3199.1

The ERA-Interim reanalysis: configuration and performance of the data assimilation system
journal, April 2011

  • Dee, D. P.; Uppala, S. M.; Simmons, A. J.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 656
  • DOI: 10.1002/qj.828

Rotor equivalent wind speed for power curve measurement – comparative exercise for IEA Wind Annex 32
journal, June 2014


A new formulation for rotor equivalent wind speed for wind resource assessment and wind power forecasting: New formulation for equivalent wind speed
journal, September 2015

  • Choukulkar, Aditya; Pichugina, Yelena; Clack, Christopher T. M.
  • Wind Energy, Vol. 19, Issue 8
  • DOI: 10.1002/we.1929

An Improved Mellor–Yamada Level-3 Model: Its Numerical Stability and Application to a Regional Prediction of Advection Fog
journal, March 2006


‘Application of a New Spectral Theory of Stably Stratified Turbulence to the Atmospheric Boundary Layer over Sea Ice’
journal, November 2005

  • Sukoriansky, Semion; Galperin, Boris; Perov, Veniamin
  • Boundary-Layer Meteorology, Vol. 117, Issue 2
  • DOI: 10.1007/s10546-004-6848-4

Atmospheric Flow over a Mountainous Region by a One-Way Coupled Approach Based on Reynolds-Averaged Turbulence Modelling
journal, December 2015

  • Rodrigues, C. Veiga; Palma, J. M. L. M.; Rodrigues, Á. H.
  • Boundary-Layer Meteorology, Vol. 159, Issue 2
  • DOI: 10.1007/s10546-015-0116-7

Predicting the Collapse of Turbulence in Stably Stratified Boundary Layers
journal, July 2007

  • van de Wiel, B. J. H.; Moene, A. F.; Steeneveld, G. J.
  • Flow, Turbulence and Combustion, Vol. 79, Issue 3
  • DOI: 10.1007/s10494-007-9094-2

Consistent Two-Equation Closure Modelling for Atmospheric Research: Buoyancy and Vegetation Implementations
journal, May 2012

  • Sogachev, Andrey; Kelly, Mark; Leclerc, Monique Y.
  • Boundary-Layer Meteorology, Vol. 145, Issue 2
  • DOI: 10.1007/s10546-012-9726-5

Stratocumulus-capped mixed layers derived from a three-dimensional model
journal, June 1980

  • Deardorff, James W.
  • Boundary-Layer Meteorology, Vol. 18, Issue 4
  • DOI: 10.1007/BF00119502

A Parallel CFD Model for Wind Farms
journal, January 2013


Alya: Multiphysics engineering simulation toward exascale
journal, May 2016


Large Eddy Simulations of Large Wind-Turbine Arrays in the Atmospheric Boundary Layer
conference, June 2012

  • Meyers, Johan; Meneveau, Charles
  • 48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition
  • DOI: 10.2514/6.2010-827

Turbulent Inflow Precursor Method with Time-Varying Direction for Large-Eddy Simulations and Applications to Wind Farms
journal, January 2016

  • Munters, Wim; Meneveau, Charles; Meyers, Johan
  • Boundary-Layer Meteorology, Vol. 159, Issue 2
  • DOI: 10.1007/s10546-016-0127-z

Boundary-layer development and gravity waves in conventionally neutral wind farms
journal, February 2017


A review of flux-profile relationships
journal, November 1974


Works referencing / citing this record:

Wind-Turbine and Wind-Farm Flows: A Review
journal, September 2019

  • Porté-Agel, Fernando; Bastankhah, Majid; Shamsoddin, Sina
  • Boundary-Layer Meteorology, Vol. 174, Issue 1
  • DOI: 10.1007/s10546-019-00473-0