Enhanced modelling of the stratified atmospheric boundary layer over steep terrain for wind resource assessment

The Mesoscale Compressible Community (MC2) model [1], devoted for weather forecasting and used in the Wind Energy Simulation Toolkit (WEST) [2], performs well for simulations over flat, gentle and moderate terrain slopes but is subject to numerical instability and strong spurious flows in presence o...

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Published inJournal of physics. Conference series Vol. 1222; no. 1; pp. 12005 - 12014
Main Authors Flores-Maradiaga, A, Benoit, R, Masson, C
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.05.2019
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Abstract The Mesoscale Compressible Community (MC2) model [1], devoted for weather forecasting and used in the Wind Energy Simulation Toolkit (WEST) [2], performs well for simulations over flat, gentle and moderate terrain slopes but is subject to numerical instability and strong spurious flows in presence of steep topography. To remove its inherent computational mode and reduce the wind overestimation due to terrain-induced numerical noise, a new semi-implicit (N-SI) scheme [3] was implemented to discretize and linearize the non-hydrostatic Euler equations with respect the mean values of pressure and temperature instead of arbitrary reference state values, redefining as well the buoyancy to use it as the thermodynamic prognostic variable. Additionally, the climate-state classification of the statistical-dynamical downscaling (SDD) method [4] is upgraded by including the Brunt-Väisälä frequency that accounts for the atmospheric thermal stratification effect on wind flow over topography. The present study provides a real orographic flow validation of these numerical enhancements in MC2, assessing their individual and combined contribution for an improved initialization and calculation of the surface wind in presence of high-impact terrain. By statistically comparing the wind simulations with met-mast data, obtained within the Whitehorse area of the Canadian Rocky Mountains, it is confirmed that these numerical enhancements may reduce over 40 percent of the wind overestimation, thus, attaining more accurate results that ensure reliable wind resource assessments over complex terrain.
AbstractList The Mesoscale Compressible Community (MC2) model [1], devoted for weather forecasting and used in the Wind Energy Simulation Toolkit (WEST) [2], performs well for simulations over flat, gentle and moderate terrain slopes but is subject to numerical instability and strong spurious flows in presence of steep topography. To remove its inherent computational mode and reduce the wind overestimation due to terrain-induced numerical noise, a new semi-implicit (N-SI) scheme [3] was implemented to discretize and linearize the non-hydrostatic Euler equations with respect the mean values of pressure and temperature instead of arbitrary reference state values, redefining as well the buoyancy to use it as the thermodynamic prognostic variable. Additionally, the climate-state classification of the statistical-dynamical downscaling (SDD) method [4] is upgraded by including the Brunt-Väisälä frequency that accounts for the atmospheric thermal stratification effect on wind flow over topography. The present study provides a real orographic flow validation of these numerical enhancements in MC2, assessing their individual and combined contribution for an improved initialization and calculation of the surface wind in presence of high-impact terrain. By statistically comparing the wind simulations with met-mast data, obtained within the Whitehorse area of the Canadian Rocky Mountains, it is confirmed that these numerical enhancements may reduce over 40 percent of the wind overestimation, thus, attaining more accurate results that ensure reliable wind resource assessments over complex terrain.
Author Benoit, R
Masson, C
Flores-Maradiaga, A
Author_xml – sequence: 1
  givenname: A
  surname: Flores-Maradiaga
  fullname: Flores-Maradiaga, A
  email: alex.floresm@usm.cl
  organization: Department of Mechanical Engineering, Federico Santa María Technical University , Chile
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  organization: École de Technologie Supérieure, Université du Québec , Canada
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  surname: Masson
  fullname: Masson, C
  organization: École de Technologie Supérieure, Université du Québec , Canada
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Cites_doi 10.1260/030952406777641450
10.1029/2001JC001047
10.1175/MWR2931.1
10.1080/07055900.1998.9649613
10.1175/2009MWR2990.1
10.1175/JAS3831.1
10.1175/1520-0493(2002)130<2459:ANTFVC>2.0.CO;2
10.1016/j.jweia.2015.09.007
10.1175/1520-0493(1990)118<1970:ASISLF>2.0.CO;2
10.1002/qj.49712656202
10.1175/1520-0493(1957)085<0357:NMIWPI>2.0.CO;2
10.1175/2010MWR3601.1
10.3137/ao.430306
10.1175/MWR-D-10-05046.1
10.1175/MWR-D-12-00049.1
10.1175/1520-0493(1963)091<0099:GCEWTP>2.3.CO;2
10.1175/MWR-D-13-00257.1
10.3137/AO922.2009
10.3390/en5114288
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References Pinard (JPCS_1222_1_012005bib13) 2009; 47
Gasset (JPCS_1222_1_012005bib5) 2014; 142
Schär (JPCS_1222_1_012005bib14) 2002; 130
Thomas (JPCS_1222_1_012005bib16) 1998; 36
Klemp (JPCS_1222_1_012005bib9) 2011; 139
Smagorinsky (JPCS_1222_1_012005bib18) 1963; 91
Shuman (JPCS_1222_1_012005bib21) 1957; 85
Tanguay (JPCS_1222_1_012005bib15) 1990; 118
Girard (JPCS_1222_1_012005bib1) 2005; 133
Gasset (JPCS_1222_1_012005bib4) 2012; 5
Pinard (JPCS_1222_1_012005bib12) 2005; 43
Lundquist (JPCS_1222_1_012005bib7) 2010; 138
Zängl (JPCS_1222_1_012005bib10) 2012; 140
Cuxart (JPCS_1222_1_012005bib19) 2000; 126
Drobinski (JPCS_1222_1_012005bib20) 2007; 64
Blocken (JPCS_1222_1_012005bib11) 2015; 147
Fleming (JPCS_1222_1_012005bib6) 2013; 5000
Yu (JPCS_1222_1_012005bib2) 2006; 30
Williams (JPCS_1222_1_012005bib17) 2011; 139
Flores-Maradiaga (JPCS_1222_1_012005bib3) 2016; 753
Shchepetkin (JPCS_1222_1_012005bib8) 2003; 108
References_xml – volume: 30
  start-page: 15
  year: 2006
  ident: JPCS_1222_1_012005bib2
  article-title: Wind Energy Simulation Toolkit (WEST): A Wind Mapping System for Use by the Wind Energy Industry
  publication-title: Wind Engineering
  doi: 10.1260/030952406777641450
– volume: 108
  start-page: 3090
  year: 2003
  ident: JPCS_1222_1_012005bib8
  article-title: A method for computing horizontal pressure gradient force in an ocean model with a non-aligned vertical coordinate
  publication-title: Journal of Geophysical Research
  doi: 10.1029/2001JC001047
– volume: 133
  start-page: 1463
  year: 2005
  ident: JPCS_1222_1_012005bib1
  article-title: Finescale topography and the MC2 dynamics kernel
  publication-title: Monthly Weather Review
  doi: 10.1175/MWR2931.1
– volume: 36
  start-page: 241
  year: 1998
  ident: JPCS_1222_1_012005bib16
  article-title: A New Adiabatic Kernel for the MC2 Model
  publication-title: Atmosphere–Ocean
  doi: 10.1080/07055900.1998.9649613
– volume: 138
  start-page: 796
  year: 2010
  ident: JPCS_1222_1_012005bib7
  article-title: An Immersed Boundary Method for the Weather Research and Forecast Model
  publication-title: Monthly Weather Review
  doi: 10.1175/2009MWR2990.1
– volume: 64
  start-page: 137
  year: 2007
  ident: JPCS_1222_1_012005bib20
  article-title: Numerical and Experimental Investigation of the Neutral Atmospheric Surface Layer
  publication-title: J. of Atmospheric Sciences
  doi: 10.1175/JAS3831.1
– volume: 130
  start-page: 2459
  year: 2002
  ident: JPCS_1222_1_012005bib14
  article-title: A New Terrain-following Vertical Coordinate Formulation for Atmospheric Prediction Models
  publication-title: Monthly Weather Review
  doi: 10.1175/1520-0493(2002)130<2459:ANTFVC>2.0.CO;2
– volume: 147
  start-page: 43
  year: 2015
  ident: JPCS_1222_1_012005bib11
  article-title: CFD Simulations of Wind Flow over Natural Complex Terrain: Case Study with Validation by Field Measurements for Ria de Ferrol, Galicia, Spain
  publication-title: Journal of Wind Engineering and Industrial Aerodynamics
  doi: 10.1016/j.jweia.2015.09.007
– volume: 118
  start-page: 1970
  year: 1990
  ident: JPCS_1222_1_012005bib15
  article-title: A Semi-Implicit Semi-Lagrangian Fully Compressible Regional Forecast Model
  publication-title: Monthly Weather Review
  doi: 10.1175/1520-0493(1990)118<1970:ASISLF>2.0.CO;2
– volume: 753
  year: 2016
  ident: JPCS_1222_1_012005bib3
  article-title: Enhanced Method for Multiscale Wind Simulations over Complex Terrain for Wind Resource Assessment
  publication-title: Journal of Physics: Conf. Series
– volume: 126
  start-page: 1
  year: 2000
  ident: JPCS_1222_1_012005bib19
  article-title: A Turbulence Scheme Allowing For Mesoscale and Large-Eddy Simulations
  publication-title: Quart. J. Roy. Meteor. Soc.
  doi: 10.1002/qj.49712656202
– volume: 5000
  year: 2013
  ident: JPCS_1222_1_012005bib6
  article-title: The SOWFA super-controller: a high-fidelity tool for evaluating wind plant control approaches
  publication-title: National Renewable Energy Laboratory NREL/CP
– volume: 85
  start-page: 357
  year: 1957
  ident: JPCS_1222_1_012005bib21
  article-title: Numerical Methods in Weather Prediction: (II) Smoothing and Filtering
  publication-title: Monthly Weather Review
  doi: 10.1175/1520-0493(1957)085<0357:NMIWPI>2.0.CO;2
– volume: 139
  start-page: 1996
  year: 2011
  ident: JPCS_1222_1_012005bib17
  article-title: The RAW Filter: an Improvement to the Robert-Asselin Filter in Semi-Implicit Integrations
  publication-title: Monthly Weather Review
  doi: 10.1175/2010MWR3601.1
– volume: 43
  start-page: 259
  year: 2005
  ident: JPCS_1222_1_012005bib12
  article-title: A WEST Wind Climate Simulation of the Mountainous Yukon
  publication-title: Atmosphere-Ocean
  doi: 10.3137/ao.430306
– volume: 139
  start-page: 2163
  year: 2011
  ident: JPCS_1222_1_012005bib9
  article-title: A Terrain-following Coordinate with Smoothed Coordinate Surfaces
  publication-title: Monthly Weather Review
  doi: 10.1175/MWR-D-10-05046.1
– volume: 140
  start-page: 3722
  year: 2012
  ident: JPCS_1222_1_012005bib10
  article-title: Extending the Numerical Stability Limit of Terrain-Following Coordinate Models over Steep Slopes
  publication-title: Monthly Weather Review
  doi: 10.1175/MWR-D-12-00049.1
– volume: 91
  start-page: 99
  year: 1963
  ident: JPCS_1222_1_012005bib18
  article-title: General Circulation Experiments with the Primitive Equations. Part 1: The Basic Experiment
  publication-title: Monthly Weather Review
  doi: 10.1175/1520-0493(1963)091<0099:GCEWTP>2.3.CO;2
– volume: 142
  start-page: 2733
  year: 2014
  ident: JPCS_1222_1_012005bib5
  article-title: Implementing Large-eddy Simulation Capability in a Compressible Mesoscale Model
  publication-title: Monthly Weather Review
  doi: 10.1175/MWR-D-13-00257.1
– volume: 47
  start-page: 63
  year: 2009
  ident: JPCS_1222_1_012005bib13
  article-title: Mesoscale Wind Climate Modelling in Steep Mountains
  publication-title: Atmosphere-Ocean
  doi: 10.3137/AO922.2009
– volume: 5
  start-page: 4288
  year: 2012
  ident: JPCS_1222_1_012005bib4
  article-title: A Comparison of Wind Flow Models for Wind Resource Assessment in Wind Energy Applications
  publication-title: Energies
  doi: 10.3390/en5114288
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SubjectTerms Atmospheric boundary layer
Atmospheric models
Brunt-Vaisala frequency
Compressibility
Euler-Lagrange equation
Mathematical models
Mountains
Physics
Simulation
Surface wind
Terrain
Thermal stratification
Topography
Weather forecasting
Wind effects
Wind power
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Title Enhanced modelling of the stratified atmospheric boundary layer over steep terrain for wind resource assessment
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