[ID 204] Evaluation of ADREA-HF LES against Hydrogen release dispersion

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[ID 204] Evaluation of ADREA-HF LES against Hydrogen release dispersion. Mr. Nektarios Koutsourakis 1,2 Dr. Alexander Venetsanos 2 Prof. John G. Bartzis 1 4th International Conference on Hydrogen Safety San Francisco, California, September 12-14, 2011 1 University of West Macedonia Greece - PowerPoint PPT Presentation

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  • [ID 204] Evaluation of ADREA-HF LES against Hydrogen release dispersionMr. Nektarios Koutsourakis1,2Dr. Alexander Venetsanos2 Prof. John G. Bartzis1

    4th International Conference on Hydrogen SafetySan Francisco, California, September 12-14, 2011

    1 University of West Macedonia Greece2 NCSR Demokritos Greece

    HARMO 13 - ADREA LES

  • ADREA-HF CFD CODEConstantly developingLatest additions:LES (Large Eddy Simulation)Parallel solverArbitrary number of speciesCombustionBack trackingGUI pre and post processor (called EDes)Advantages:Robust, powerful and generalSpecialization in environmental applications

    HARMO 13 - ADREA LES

  • ADREA-HF CFD CODEADREA specializes in dispersion applications

    HARMO 13 - ADREA LES

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    , "dispersion"

    Number of publications in SCOPUS

    Publications containing in key words, in title or in summary, the word "dispersion" ( c = commercial code)

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    CFD , "dispersion"

    FLOTHERM (c)0

    FLOVENT (c)1

    WIND-US1

    CLAWPACK2

    OPENFOAM2

    CHENSI3

    FLOW-3D (c)6

    MERCURE6

    MIMO9

    STAR-CD (c)13

    MISKAM (c)13

    PHOENICS(c)24

    ADREA32

    CFX (c)61

    FLUENT (c)211

    1

    , "dispersion"

    Number of publications in SCOPUS

    Publications containing in key words, in title or in summary, the word "dispersion" ( c = commercial code)

    2

    2

    3

    6

    6

    9

    13

    13

    24

    32

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  • ADREA-HF CFD CODEGUI environment for pre and post processing

    HARMO 13 - ADREA LES

  • LARGE EDDY SIMULATIONBetween DNS and RANSNavier-Stokes math. analysis: impossibly difficultDNS:Fully-resolved NSCost Re2.75 (for wall-bounded flows Re3.5)RANS:Time-averaged NSFast, widely tested, usually accurate enoughLES:Spatially-filtered NSCost near wall: Re2.4 ! (at outer layer Re0.5)Converges to DNS. As in DNS, LES needs: a) averaging b) demanding boundary conditionsSuggested were RANS fails: transient, separated flow

    HARMO 13 - ADREA LES

  • ENERGY CASCADELES solves most of the turbulence

    HARMO 13 - ADREA LES

  • LES EQUATIONS AT ADREA-HFCompressible volume-filtered Navier-Stokes

    HARMO 13 - ADREA LES

  • LES EQUATIONS AT ADREA-HFAlternative subgrid model: RNG-LES

    HARMO 13 - ADREA LES

  • LES AT ADREA-HFNumericsADREA/SIMPLER algorithmSolver: Parallel BiCGstab with parallel Schwarz preconditioner. Speedup with 2 CPUs up to 1.7Numerics:Deferred correction central scheme for convectionCrank-Nicolson 2d order for time advancementLinear upwind with VanLeer limiter for concentrationFor more:Venetsanos, A. G., E. Papanikolaou and J. G. Bartzis, 2010: The ADREA-HF CFD code for consequence assessment of hydrogen applications. Int. J. Hydrogen Energy, 35, 3908.

    HARMO 13 - ADREA LES

  • TEST CASEHySafe INERIS-6C experiment1g/s H2 for 240sJet 20mmRoom 3.78 * 7.2 * 2.88m

    HARMO 13 - ADREA LES

  • TEST CASE SETUPSimulation detailsStandard Smagorinsky with Cs=0.1Total number of cells in the room: 130000CFLmax=0.3Minimum mesh resolution: 0.02*0.02*0.053 mSimulation time in a workstation: 15 days for the release phase (240s); dtav1= 0.0005s + 2 days for the first 260s of the post-release phase

    HARMO 13 - ADREA LES

  • TEST CASE SETUPGeometry, sensors, part of the grid

    HARMO 13 - ADREA LES

  • RESULTSComparison with experimentPhoto from experimentADREA LES

    HARMO 13 - ADREA LES

  • RESULTSVideo of the Hydrogen propagation

    HARMO 13 - ADREA LES

  • RESULTSConcentration contours animation

    HARMO 13 - ADREA LES

  • RESULTSComparison with sensors

    HARMO 13 - ADREA LES

  • DISCUSSIONSome remarksIn general very good agreementHigh turbulence during release phase, onlyRelease overestimated, especially near source. Very difficult for CFD and for turbulence modelling to capture the physical processes next to the sourceDiffusion underestimated (possible experimental asymmetry?) - improvement with better gridBetter agreement is prevented from experimental inaccuracies and numerical discrepancies

    HARMO 13 - ADREA LES

  • FURTHER EXAMINATION Cs value influence (release phase -coarse grid)Sensor 16Sensor 14Sensor 13Sensor 1Sensor 4Sensor 6Sensor 7Sensor 8Sensor 9Sensor 10Sensor 12Jet axis sensorsCeiling sensorsSide wall sensors

    HARMO 13 - ADREA LES

    2

    1.355247491.25750701891.08603630691.7165706131

    1.34305349541.24223291861.10096120782.0414100383

    1.16670327081.0601743770.97945422061.6831237647

    1.35658473981.2539054071.16382364911.8449786768

    0.89398425220.88844003270.8582487670.891941033

    0.93994096930.95279436440.93410471410.988236012

    0.76340028660.77228599210.75578172410.8022781945

    0.79438952110.80944480770.78923988510.8479109654

    1.41308037031.40635038961.41502189211.53441939

    1.45069273961.40955253471.47196649071.2649467252

    0.95722966351.34542803171.33537253061.2746463215

    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    Sensors along route

    Cp/Co

    Geom

    Avgs

    sensorAv releaseAv diffusionAv release *100expCp/CoSensorCoCp run12Cp run17Cp run15Cp run11Cp run14Cp run16SensorLESRNG LEScoarse Cs=0.08coar Cs=0.1coar Cs=0.12coar Cs=0.2SensorLESRNG LEScoarse Cs=0.08coarse Cs=0.1coarse Cs=0.12coarse Cs=0.2RouteCexpRouteCs=0.08Cs=0.1Cs=0.12Cs=0.2RouteLESRNG LESRouteLESLES coarseSensorRMS run12RMS run17RMS run15RMS run11RMS run14RMS run16SensorVAR run12VAR run17VAR run15VAR run11VAR run14VAR run16

    10.08904240420.06957617198.90424041675.98189832291.48853088716.84111527150.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0010.00E+000.00E+000.00E+000.00E+000.00E+000.00E+001.00E+001.30E+001.24E+001.36E+001.25E+001.16E+001.84E+00R1(s16)16.47R1(s16)1.361.261.091.72R1(s16)1.29690877921.160045616R1(s16)1.29690877921.2618.83E+008.44919627059.34737738478.68378791347.999387870612.508468206611.45E+001.36583733471.24480776971.6066807540.98708355950.7414616171

    20.08461360830.06951848938.4613608333222R2(s14)7.63R2(s14)1.341.241.102.04R2(s14)1.30209698461.1882737639R2(s14)1.30209698461.2428.47E+008.04269946488.82239761518.22642935537.860050702611.210295434721.17E+001.08235389561.03578816031.28229091661.16223948211.0577754308

    30.075934360.06952752617.593436333R3(s13)7.77R3(s13)1.171.060.981.68R3(s13)1.12043044351.0486100431R3(s13)1.12043044351.0637.58E+007.33197373117.72266209467.50526634827.19713751858.44360328738.67E-011.04496150070.90638643331.2047736931.02376568730.7447003523

    40.06328481920.06947924866.32848191676.32053777331.001256877847.15351887920.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0040.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0040.89156278890.88312144260.89398425220.88844003270.8582487670.891941033R4(s1)6.84R4(s1)1.361.251.161.84R4(s1)1.30E+001.24E+00R4(s1)1.30E+001.2546.47E+006.37700296796.44485117176.44432059266.20290737576.63866456247.40E-010.77253284480.63837765010.7847930130.45047955770.5016174019

    50.0535340510.06942896645.3534051555R5(s4)7.15R5(s4)0.890.890.860.89R5(s4)0.89156278890.8831214426R5(s4)0.89156278890.8955.51E+005.28927076595.13215607575.17634028795.15186166115.320212058654.91E-010.55367029360.48730889540.50996739120.4463213060.4819262842All the game is a balance between resolved and unresolved turbulence...

    60.04819253650.06936678624.81925364814.45208262851.082471744264.75804576740.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0060.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0061.02744791930.99415508650.93994096930.95279436440.93410471410.988236012R6(s6)4.76R6(s6)0.940.950.930.99R6(s6)1.02744791930.9941550865R6(s6)1.02744791930.9564.97E+004.82539480924.5236881344.60524708794.55758779684.85701344564.18E-010.49484257350.46244669930.49073505450.4050295490.4790216778

    70.0462443980.0693800834.62443980295.14945807120.898043976575.67829783370.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0070.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0070.82626990010.79933030640.76340028660.77228599210.75578172410.8022781945R7(s7)5.68R7(s7)0.760.770.760.80R7(s7)0.82626990010.7993303064R7(s7)0.82626990010.7774.81E+004.63293427564.38448228234.4602204734.39330684424.690915318773.79E-010.47440870760.43307079130.4500243490.37577953180.4885653634VARIANCE IS A MEASURE OF RESOLVED TURBULENCE - if total turbulence is higher, it means that the SGS (unresolved) is higher.

    80.03877551520.06885231863.87755152294.37319637950.886663023284.6344004320.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0080.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0080.84735364250.83450199870.79438952110.80944480770.78923988510.8479109654R8(s8)4.63R8(s8)0.790.810.790.85R8(s8)0.84735364250.8345019987R8(s8)0.84735364250.8184.06E+004.00711903423.73929910563.88487927513.79196011034.100041441384.11E-010.49119766520.42877462450.48130601320.42093606510.5155630788

    90.03285444650.06712805733.28544465352.76649384321.187584299892.51550539160.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0090.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0091.33229469591.30732890921.41308037031.40635038961.41502189211.53441939R9(s9)2.52R9(s9)1.411.411.421.53R9(s9)1.33229469591.3073289092R9(s9)1.33229469591.4193.50E+003.43582284183.62539265343.64267101113.71070831954.086138339394.84E-010.57680177840.50821046630.44048952920.5008026720.5484720528

    100.02907749820.05994459052.90774982132.52446926491.1518261924102.26280325840.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00100.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00101.30217568041.26245156331.45069273961.40955253471.47196649071.2649467252R10(s10)2.26R10(s10)1.451.411.471.26R10(s10)1.30217568041.2624515633R10(s10)1.30217568041.41103.13E+003.02920527613.37820166173.33130886683.56127152372.9327300261105.62E-010.57956149070.63657192540.69658456850.49953901850.4279822964

    110.01215113740.03746897981.21511373530.51515708952.358724669110.13815530680.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00110.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0011R11(s12)0.06R11(s12)0.961.351.341.27R11(s12)0.56334183870.8678711305R11(s12)0.56334183871.35119.02E-011.09145545881.43808517431.41179714491.42600803511.178658578112.24E-010.3281942210.34663591550.3649511630.45145695660.2689870394

    120.00066863670.00698175870.06686367380.06575186911.016909096120.0605801950.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00120.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00120.56334183870.86787113050.95722966351.34542803171.33537253061.2746463215122.63E-020.05626761050.10363459040.08291156540.05034337680.0608383324124.55E-040.00184078420.00737738570.00492814410.001605670.0026426834

    130.087285760.068991038.7285766.81147142031.2814523414137.77313759260.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00130.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00131.12043044351.04861004311.16670327081.0601743770.97945422061.6831237647138.75E+008.15731923179.1742479438.28599495347.715560513112.8483355048131.72E+001.91294406331.92106093161.75033461781.80788411961.3837500073

    140.09961215120.06706874079.9612151256.57218533321.5156625414147.63084513080.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00140.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00141.30209698461.18827376391.34305349541.24223291861.10096120782.0414100383141.00E+019.213766989210.39889657079.50456446478.693760953115.3641654391143.64E+003.12746595073.10256689113.85025162753.01037740181.4327616157

    150.13524045580.060348323313.5240455833151515151.40E+0112.152141727113.986809649713.141147122211.804771626321.0422089393158.29E+006.00750470566.00945406146.7903895446.02802342141.6494965686

    160.21687470540.037643184221.687470541713.81444860721.56991213751616.47109782070.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00160.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00161.29690877921.1600456161.355247491.25750701891.08603630691.7165706131162.15E+0119.939475933322.676666656420.767173839618.132998277328.3160802761162.06E+0118.12239651515.941044817819.792103097515.95663895680.9593939278

    expWITH NO SENSOR 11

    sensor1-0.00466229543.3195858622

    6.64383401986.8411152715

    7.03839652327.7849938351

    8.5315911469

    sensor40.05571310883.1375718323

    6.21943055577.1535188792

    8.08760720278.6705226086

    9.2534380145

    60.08118064441.8401733618

    3.59916607924.7580457674

    5.91692545566.7580287563

    7.599132057

    70.01975175172.3965773711

    4.77340299055.6782978337

    6.58319267697.3734990086

    8.1638053403

    8-0.06057833881.7543304219RNG has higher resolved in more laminar parts and lower resolved in turbulent parts (*)

    3.56923918274.634400432

    5.69956168126.7308582845

    7.7621548878

    9-0.00835222070.0782546137

    0.1648614482.5155053916

    4.86614933525.7057215243

    6.5452937134

    100.00351172920.166443308

    0.32937488692.2628032584

    4.19623162995.1441612282

    6.0920908266

    110.10394269340.1031470512

    0.10235140910.1381553068

    0.17395920461.3041689104

    2.4343786162

    120.05540852090.0585910896

    0.06177365830.060580195

    0.05938673170.0780843228

    0.0967819138

    130.09439498733.4750785776

    6.85576216797.7731375926

    8.69051301739.1861980907

    9.6818831641

    14-0.00835222073.6825225985

    7.37339741767.6308451308

    7.8882928448.4031882704

    8.9180836968

    16-0.01938184338.4001036244

    16.819589092216.4710978207

    16.122606549216.5721443766

    17.021682204

    Avgs

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    nk: (from 80s and 160s observations)

    nk:Average from 40 to 200

    nk:Cs = 0.08 coarse

    nk:Cs = 0.1 coarse

    nk:Cs = 0.12 coarse

    nk:Cs = 0.2 coarse

    nk:RNG LES

    LES

    RNG LES

    coarse Cs=0.08

    coar Cs=0.1

    coar Cs=0.12

    coar Cs=0.2

    0

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    LES

    RNG LES

    coarse Cs=0.08

    coarse Cs=0.1

    coarse Cs=0.12

    coarse Cs=0.2

    Cexp

    Sensors along route

    C

    Cexp (80s and 160s measurements only)

    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    Sensors along route

    Cp/Co

    LES

    RNG LES

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    LES

    LES coarse

    - LES close with coarse- In ceiling Cp is higher due to exp asymmetry- In ceiling buoyancy wins turbulence;all models sam- Release: need better turb capture and more diffusion- Cs 0.12>0.1>0.08>0.2Lower t,sgs may result to low turb or high resolv(also depends on the grid)

    RMS run12

    RMS run17

    RMS run15

    RMS run11

    RMS run14

    RMS run16

    RMS

    VAR run12

    VAR run17

    VAR run15

    VAR run11

    VAR run14

    VAR run16

    VAR run12

    VAR run17

    VAR run15

    VAR run11

    VAR run14

    VAR run16

    1

    16.4710978207

    7.6308451308

    7.7731375926

    6.8411152715

    7.1535188792

    4.7580457674

    5.6782978337

    4.634400432

    2.5155053916

    2.2628032584

    0.060580195

    Cexp

    Sensors along route

    Co

    Cexp (40s - 200s average)

    Avgs

    sensorAv releaseAv diffusionAv release *100expCp/CoSensorCoCp run12Cp run17Cp run15Cp run11Cp run14Cp run16SensorLESRNG LEScoarse Cs=0.08coar Cs=0.1coar Cs=0.12coar Cs=0.2SensorLESRNG LEScoarse Cs=0.08coarse Cs=0.1coarse Cs=0.12coarse Cs=0.2RouteCexpRouteCs=0.08Cs=0.1Cs=0.12Cs=0.2RouteLESRNG LESRouteLESLES coarseSensorRMS run12RMS run17RMS run15RMS run11RMS run14RMS run16SensorVAR run12VAR run17VAR run15VAR run11VAR run14VAR run16

    10.08904240420.06957617198.90424041675.98189832291.48853088716.84111527150.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0010.00E+000.00E+000.00E+000.00E+000.00E+000.00E+001.00E+001.30E+001.24E+001.36E+001.25E+001.16E+001.84E+00R1(s16)16.47R1(s16)1.361.261.091.72R1(s16)1.29690877921.160045616R1(s16)1.29690877921.2618.83E+008.44919627059.34737738478.68378791347.999387870612.508468206611.451.36583733471.24480776971.6066807540.98708355950.7414616171

    20.08461360830.06951848938.4613608333222R2(s14)7.63R2(s14)1.341.241.102.04R2(s14)1.30209698461.1882737639R2(s14)1.30209698461.2428.47E+008.04269946488.82239761518.22642935537.860050702611.210295434721.171.08235389561.03578816031.28229091661.16223948211.0577754308

    30.075934360.06952752617.593436333R3(s13)7.77R3(s13)1.171.060.981.68R3(s13)1.12043044351.0486100431R3(s13)1.12043044351.0637.58E+007.33197373117.72266209467.50526634827.19713751858.44360328730.871.04496150070.90638643331.2047736931.02376568730.7447003523

    40.06328481920.06947924866.32848191676.32053777331.001256877847.15351887920.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0040.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0040.89156278890.88312144260.89398425220.88844003270.8582487670.891941033R4(s1)6.84R4(s1)1.361.251.161.84R4(s1)1.30E+001.24E+00R4(s1)1.30E+001.2546.47E+006.37700296796.44485117176.44432059266.20290737576.63866456240.740.77253284480.63837765010.7847930130.45047955770.5016174019

    50.0535340510.06942896645.3534051555R5(s4)7.15R5(s4)0.890.890.860.89R5(s4)0.89156278890.8831214426R5(s4)0.89156278890.8955.51E+005.28927076595.13215607575.17634028795.15186166115.320212058650.490.55367029360.48730889540.50996739120.4463213060.4819262842All the game is a balance between resolved and unresolved turbulence...

    60.04819253650.06936678624.81925364814.45208262851.082471744264.75804576740.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0060.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0061.02744791930.99415508650.93994096930.95279436440.93410471410.988236012R6(s6)4.76R6(s6)0.940.950.930.99R6(s6)1.02744791930.9941550865R6(s6)1.02744791930.9564.97E+004.82539480924.5236881344.60524708794.55758779684.85701344560.420.49484257350.46244669930.49073505450.4050295490.4790216778

    70.0462443980.0693800834.62443980295.14945807120.898043976575.67829783370.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0070.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0070.82626990010.79933030640.76340028660.77228599210.75578172410.8022781945R7(s7)5.68R7(s7)0.760.770.760.80R7(s7)0.82626990010.7993303064R7(s7)0.82626990010.7774.81E+004.63293427564.38448228234.4602204734.39330684424.690915318770.380.47440870760.43307079130.4500243490.37577953180.4885653634VARIANCE IS A MEASURE OF RESOLVED TURBULENCE - if total turbulence is higher, it means that the SGS (unresolved) is higher.

    80.03877551520.06885231863.87755152294.37319637950.886663023284.6344004320.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0080.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0080.84735364250.83450199870.79438952110.80944480770.78923988510.8479109654R8(s8)4.63R8(s8)0.790.810.790.85R8(s8)0.84735364250.8345019987R8(s8)0.84735364250.8184.06E+004.00711903423.73929910563.88487927513.79196011034.100041441380.410.49119766520.42877462450.48130601320.42093606510.5155630788

    90.03285444650.06712805733.28544465352.76649384321.187584299892.51550539160.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0090.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0091.33229469591.30732890921.41308037031.40635038961.41502189211.53441939R9(s9)2.52R9(s9)1.411.411.421.53R9(s9)1.33229469591.3073289092R9(s9)1.33229469591.4193.50E+003.43582284183.62539265343.64267101113.71070831954.086138339390.480.57680177840.50821046630.44048952920.5008026720.5484720528

    100.02907749820.05994459052.90774982132.52446926491.1518261924102.26280325840.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00100.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00101.30217568041.26245156331.45069273961.40955253471.47196649071.2649467252R10(s10)2.26R10(s10)1.451.411.471.26R10(s10)1.30217568041.2624515633R10(s10)1.30217568041.41103.13E+003.02920527613.37820166173.33130886683.56127152372.9327300261100.560.57956149070.63657192540.69658456850.49953901850.4279822964

    110.01215113740.03746897981.21511373530.51515708952.358724669110.13815530680.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00110.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0011R11(s12)0.06R11(s12)0.961.351.341.27R11(s12)0.56334183870.8678711305R11(s12)0.56334183871.35119.02E-011.09145545881.43808517431.41179714491.42600803511.178658578110.220.3281942210.34663591550.3649511630.45145695660.2689870394

    120.00066863670.00698175870.06686367380.06575186911.016909096120.0605801950.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00120.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00120.56334183870.86787113050.95722966351.34542803171.33537253061.2746463215122.63E-020.05626761050.10363459040.08291156540.05034337680.0608383324120.000.00184078420.00737738570.00492814410.001605670.0026426834

    130.087285760.068991038.7285766.81147142031.2814523414137.77313759260.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00130.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00131.12043044351.04861004311.16670327081.0601743770.97945422061.6831237647138.75E+008.15731923179.1742479438.28599495347.715560513112.8483355048131.721.91294406331.92106093161.75033461781.80788411961.3837500073

    140.09961215120.06706874079.9612151256.57218533321.5156625414147.63084513080.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00140.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00141.30209698461.18827376391.34305349541.24223291861.10096120782.0414100383141.00E+019.213766989210.39889657079.50456446478.693760953115.3641654391143.643.12746595073.10256689113.85025162753.01037740181.4327616157

    150.13524045580.060348323313.5240455833151515151.40E+0112.152141727113.986809649713.141147122211.804771626321.0422089393158.296.00750470566.00945406146.7903895446.02802342141.6494965686

    160.21687470540.037643184221.687470541713.81444860721.56991213751616.47109782070.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00160.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00161.29690877921.1600456161.355247491.25750701891.08603630691.7165706131162.15E+0119.939475933322.676666656420.767173839618.132998277328.31608027611620.6018.12239651515.941044817819.792103097515.95663895680.9593939278

    Route

    expWITH NO SENSOR 11R1(s16)20.6018.12239651515.941044817819.792103097515.95663895680.9593939278

    sensor1-0.00466229543.3195858622R2(s14)3.643.12746595073.10256689113.85025162753.01037740181.4327616157

    6.64383401986.8411152715R3(s13)1.721.91294406331.92106093161.75033461781.80788411961.3837500073

    7.03839652327.7849938351R4(s1)1.451.36583733471.24480776971.6066807540.98708355950.7414616171

    8.5315911469R5(s4)0.740.77253284480.63837765010.7847930130.45047955770.5016174019

    R6(s6)0.420.49484257350.46244669930.49073505450.4050295490.4790216778

    sensor40.05571310883.1375718323R7(s7)0.380.47440870760.43307079130.4500243490.37577953180.4885653634

    6.21943055577.1535188792R8(s8)0.410.49119766520.42877462450.48130601320.42093606510.5155630788

    8.08760720278.6705226086R9(s9)0.480.57680177840.50821046630.44048952920.5008026720.5484720528

    9.2534380145R10(s10)0.560.57956149070.63657192540.69658456850.49953901850.4279822964

    R11(s12)0.000.00184078420.00737738570.00492814410.001605670.0026426834

    60.08118064441.8401733618

    3.59916607924.7580457674

    5.91692545566.7580287563

    7.599132057

    70.01975175172.3965773711

    4.77340299055.6782978337

    6.58319267697.3734990086

    8.1638053403

    8-0.06057833881.7543304219RNG has higher resolved in more laminar parts and lower resolved in turbulent parts (*)

    3.56923918274.634400432

    5.69956168126.7308582845

    7.7621548878

    9-0.00835222070.0782546137

    0.1648614482.5155053916

    4.86614933525.7057215243

    6.5452937134

    100.00351172920.166443308

    0.32937488692.2628032584

    4.19623162995.1441612282

    6.0920908266

    110.10394269340.1031470512

    0.10235140910.1381553068

    0.17395920461.3041689104

    2.4343786162

    120.05540852090.0585910896

    0.06177365830.060580195

    0.05938673170.0780843228

    0.0967819138

    130.09439498733.4750785776

    6.85576216797.7731375926

    8.69051301739.1861980907

    9.6818831641

    14-0.00835222073.6825225985

    7.37339741767.6308451308

    7.8882928448.4031882704

    8.9180836968

    16-0.01938184338.4001036244

    16.819589092216.4710978207

    16.122606549216.5721443766

    17.021682204

    nk: (from 80s and 160s observations)

    nk:Average from 40 to 200

    nk:Cs = 0.08 coarse

    nk:Cs = 0.1 coarse

    nk:Cs = 0.12 coarse

    nk:Cs = 0.2 coarse

    nk:RNG LES

    Avgs

    Cexp

    Sensors along route

    Co

    Cexp (40s - 200s average)

    000000

    000000

    000000

    000000

    000000

    000000

    000000

    000000

    000000

    000000

    000000

    000000

    000000

    000000

    000000

    000000

    - LES close with coarse- In ceiling Cp is higher due to exp asymmetry- In ceiling buoyancy wins turbulence;all models sam- Release: need better turb capture and more diffusion- Cs 0.12>0.1>0.08>0.2Lower t,sgs may result to low turb or high resolv(also depends on the grid)

    VAR run12

    VAR run17

    VAR run15

    VAR run11

    VAR run14

    VAR run16

    0

    0

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    VAR run12

    VAR run17

    VAR run15

    VAR run11

    VAR run14

    VAR run16

    0000

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    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    0000

    0000

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    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    Sensors along route

    C Variance

  • DISCUSSIONCs affects the resultsCs (SGS modelling in general) important near jetAt the ceiling, no Cs influence (buoyancy dominates)Non-monotonic behaviour (increasing the Cs gives better results, but up to a limit)Worst Cs by far: 0.2

    HARMO 13 - ADREA LES

  • FURTHER EXAMINATIONC variances for each CsC variance = mean (Ci2)

    HARMO 13 - ADREA LES

    7

    15.941044817819.792103097515.95663895680.9593939278

    3.10256689113.85025162753.01037740181.4327616157

    1.92106093161.75033461781.80788411961.3837500073

    1.24480776971.6066807540.98708355950.7414616171

    0.63837765010.7847930130.45047955770.5016174019

    0.46244669930.49073505450.4050295490.4790216778

    0.43307079130.4500243490.37577953180.4885653634

    0.42877462450.48130601320.42093606510.5155630788

    0.50821046630.44048952920.5008026720.5484720528

    0.63657192540.69658456850.49953901850.4279822964

    0.00737738570.00492814410.001605670.0026426834

    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    Sensors along route

    C Variance

    Geom

    Avgs

    sensorAv releaseAv diffusionAv release *100expCp/CoSensorCoCp run12Cp run17Cp run15Cp run11Cp run14Cp run16SensorLESRNG LEScoarse Cs=0.08coar Cs=0.1coar Cs=0.12coar Cs=0.2SensorLESRNG LEScoarse Cs=0.08coarse Cs=0.1coarse Cs=0.12coarse Cs=0.2RouteCexpRouteCs=0.08Cs=0.1Cs=0.12Cs=0.2RouteLESRNG LESRouteLESLES coarseSensorRMS run12RMS run17RMS run15RMS run11RMS run14RMS run16SensorVAR run12VAR run17VAR run15VAR run11VAR run14VAR run16

    10.08904240420.06957617198.90424041675.98189832291.48853088716.84111527150.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0010.00E+000.00E+000.00E+000.00E+000.00E+000.00E+001.00E+001.30E+001.24E+001.36E+001.25E+001.16E+001.84E+00R1(s16)16.47R1(s16)1.361.261.091.72R1(s16)1.29690877921.160045616R1(s16)1.29690877921.2618.83E+008.44919627059.34737738478.68378791347.999387870612.508468206611.451.36583733471.24480776971.6066807540.98708355950.7414616171

    20.08461360830.06951848938.4613608333222R2(s14)7.63R2(s14)1.341.241.102.04R2(s14)1.30209698461.1882737639R2(s14)1.30209698461.2428.47E+008.04269946488.82239761518.22642935537.860050702611.210295434721.171.08235389561.03578816031.28229091661.16223948211.0577754308

    30.075934360.06952752617.593436333R3(s13)7.77R3(s13)1.171.060.981.68R3(s13)1.12043044351.0486100431R3(s13)1.12043044351.0637.58E+007.33197373117.72266209467.50526634827.19713751858.44360328730.871.04496150070.90638643331.2047736931.02376568730.7447003523

    40.06328481920.06947924866.32848191676.32053777331.001256877847.15351887920.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0040.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0040.89156278890.88312144260.89398425220.88844003270.8582487670.891941033R4(s1)6.84R4(s1)1.361.251.161.84R4(s1)1.30E+001.24E+00R4(s1)1.30E+001.2546.47E+006.37700296796.44485117176.44432059266.20290737576.63866456240.740.77253284480.63837765010.7847930130.45047955770.5016174019

    50.0535340510.06942896645.3534051555R5(s4)7.15R5(s4)0.890.890.860.89R5(s4)0.89156278890.8831214426R5(s4)0.89156278890.8955.51E+005.28927076595.13215607575.17634028795.15186166115.320212058650.490.55367029360.48730889540.50996739120.4463213060.4819262842All the game is a balance between resolved and unresolved turbulence...

    60.04819253650.06936678624.81925364814.45208262851.082471744264.75804576740.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0060.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0061.02744791930.99415508650.93994096930.95279436440.93410471410.988236012R6(s6)4.76R6(s6)0.940.950.930.99R6(s6)1.02744791930.9941550865R6(s6)1.02744791930.9564.97E+004.82539480924.5236881344.60524708794.55758779684.85701344560.420.49484257350.46244669930.49073505450.4050295490.4790216778

    70.0462443980.0693800834.62443980295.14945807120.898043976575.67829783370.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0070.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0070.82626990010.79933030640.76340028660.77228599210.75578172410.8022781945R7(s7)5.68R7(s7)0.760.770.760.80R7(s7)0.82626990010.7993303064R7(s7)0.82626990010.7774.81E+004.63293427564.38448228234.4602204734.39330684424.690915318770.380.47440870760.43307079130.4500243490.37577953180.4885653634VARIANCE IS A MEASURE OF RESOLVED TURBULENCE - if total turbulence is higher, it means that the SGS (unresolved) is higher.

    80.03877551520.06885231863.87755152294.37319637950.886663023284.6344004320.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0080.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0080.84735364250.83450199870.79438952110.80944480770.78923988510.8479109654R8(s8)4.63R8(s8)0.790.810.790.85R8(s8)0.84735364250.8345019987R8(s8)0.84735364250.8184.06E+004.00711903423.73929910563.88487927513.79196011034.100041441380.410.49119766520.42877462450.48130601320.42093606510.5155630788

    90.03285444650.06712805733.28544465352.76649384321.187584299892.51550539160.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0090.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0091.33229469591.30732890921.41308037031.40635038961.41502189211.53441939R9(s9)2.52R9(s9)1.411.411.421.53R9(s9)1.33229469591.3073289092R9(s9)1.33229469591.4193.50E+003.43582284183.62539265343.64267101113.71070831954.086138339390.480.57680177840.50821046630.44048952920.5008026720.5484720528

    100.02907749820.05994459052.90774982132.52446926491.1518261924102.26280325840.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00100.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00101.30217568041.26245156331.45069273961.40955253471.47196649071.2649467252R10(s10)2.26R10(s10)1.451.411.471.26R10(s10)1.30217568041.2624515633R10(s10)1.30217568041.41103.13E+003.02920527613.37820166173.33130886683.56127152372.9327300261100.560.57956149070.63657192540.69658456850.49953901850.4279822964

    110.01215113740.03746897981.21511373530.51515708952.358724669110.13815530680.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00110.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0011R11(s12)0.06R11(s12)0.961.351.341.27R11(s12)0.56334183870.8678711305R11(s12)0.56334183871.35119.02E-011.09145545881.43808517431.41179714491.42600803511.178658578110.220.3281942210.34663591550.3649511630.45145695660.2689870394

    120.00066863670.00698175870.06686367380.06575186911.016909096120.0605801950.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00120.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00120.56334183870.86787113050.95722966351.34542803171.33537253061.2746463215122.63E-020.05626761050.10363459040.08291156540.05034337680.0608383324120.000.00184078420.00737738570.00492814410.001605670.0026426834

    130.087285760.068991038.7285766.81147142031.2814523414137.77313759260.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00130.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00131.12043044351.04861004311.16670327081.0601743770.97945422061.6831237647138.75E+008.15731923179.1742479438.28599495347.715560513112.8483355048131.721.91294406331.92106093161.75033461781.80788411961.3837500073

    140.09961215120.06706874079.9612151256.57218533321.5156625414147.63084513080.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00140.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00141.30209698461.18827376391.34305349541.24223291861.10096120782.0414100383141.00E+019.213766989210.39889657079.50456446478.693760953115.3641654391143.643.12746595073.10256689113.85025162753.01037740181.4327616157

    150.13524045580.060348323313.5240455833151515151.40E+0112.152141727113.986809649713.141147122211.804771626321.0422089393158.296.00750470566.00945406146.7903895446.02802342141.6494965686

    160.21687470540.037643184221.687470541713.81444860721.56991213751616.47109782070.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00160.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00161.29690877921.1600456161.355247491.25750701891.08603630691.7165706131162.15E+0119.939475933322.676666656420.767173839618.132998277328.31608027611620.6018.12239651515.941044817819.792103097515.95663895680.9593939278

    Route

    expWITH NO SENSOR 11R1(s16)20.6018.12239651515.941044817819.792103097515.95663895680.9593939278

    sensor1-0.00466229543.3195858622R2(s14)3.643.12746595073.10256689113.85025162753.01037740181.4327616157

    6.64383401986.8411152715R3(s13)1.721.91294406331.92106093161.75033461781.80788411961.3837500073

    7.03839652327.7849938351R4(s1)1.451.36583733471.24480776971.6066807540.98708355950.7414616171

    8.5315911469R5(s4)0.740.77253284480.63837765010.7847930130.45047955770.5016174019

    R6(s6)0.420.49484257350.46244669930.49073505450.4050295490.4790216778

    sensor40.05571310883.1375718323R7(s7)0.380.47440870760.43307079130.4500243490.37577953180.4885653634

    6.21943055577.1535188792R8(s8)0.410.49119766520.42877462450.48130601320.42093606510.5155630788

    8.08760720278.6705226086R9(s9)0.480.57680177840.50821046630.44048952920.5008026720.5484720528

    9.2534380145R10(s10)0.560.57956149070.63657192540.69658456850.49953901850.4279822964

    R11(s12)0.000.00184078420.00737738570.00492814410.001605670.0026426834

    60.08118064441.8401733618

    3.59916607924.7580457674

    5.91692545566.7580287563

    7.599132057

    70.01975175172.3965773711

    4.77340299055.6782978337

    6.58319267697.3734990086

    8.1638053403

    8-0.06057833881.7543304219RNG has higher resolved in more laminar parts and lower resolved in turbulent parts (*)

    3.56923918274.634400432

    5.69956168126.7308582845

    7.7621548878

    9-0.00835222070.0782546137

    0.1648614482.5155053916

    4.86614933525.7057215243

    6.5452937134

    100.00351172920.166443308

    0.32937488692.2628032584

    4.19623162995.1441612282

    6.0920908266

    110.10394269340.1031470512

    0.10235140910.1381553068

    0.17395920461.3041689104

    2.4343786162

    120.05540852090.0585910896

    0.06177365830.060580195

    0.05938673170.0780843228

    0.0967819138

    130.09439498733.4750785776

    6.85576216797.7731375926

    8.69051301739.1861980907

    9.6818831641

    14-0.00835222073.6825225985

    7.37339741767.6308451308

    7.8882928448.4031882704

    8.9180836968

    16-0.01938184338.4001036244

    16.819589092216.4710978207

    16.122606549216.5721443766

    17.021682204

    Avgs

    nk: (from 80s and 160s observations)

    nk:Average from 40 to 200

    nk:Cs = 0.08 coarse

    nk:Cs = 0.1 coarse

    nk:Cs = 0.12 coarse

    nk:Cs = 0.2 coarse

    nk:RNG LES

    LES

    RNG LES

    coarse Cs=0.08

    coar Cs=0.1

    coar Cs=0.12

    coar Cs=0.2

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    LES

    RNG LES

    coarse Cs=0.08

    coarse Cs=0.1

    coarse Cs=0.12

    coarse Cs=0.2

    Cexp

    Sensors along route

    Co

    Cexp (80s & 160s meas. only)

    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    Sensors along route

    Cp/Co

    LES

    RNG LES

    LES

    LES coarse

    - LES close with coarse- In ceiling Cp is higher due to exp asymmetry- In ceiling buoyancy wins turbulence;all models sam- Release: need better turb capture and more diffusion- Cs 0.12>0.1>0.08>0.2Lower t,sgs may result to low turb or high resolv(also depends on the grid)

    RMS run12

    RMS run17

    RMS run15

    RMS run11

    RMS run14

    RMS run16

    RMS

    VAR run12

    VAR run17

    VAR run15

    VAR run11

    VAR run14

    VAR run16

    VAR run12

    VAR run17

    VAR run15

    VAR run11

    VAR run14

    VAR run16

    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    Sensors along route

    C Variance

  • DISCUSSIONA critical balance: resolved vs. SGS turbulenceAs we go away from the jet, variance (and resolved turbulence intensity) dropsTwo mechanisms compete: - Modelled SGS turbulence - Resolved turbulence (generally low if SGS is high)With Cs=0.2, very high artificial viscosity causes more laminar flow and lower fluctuations

    HARMO 13 - ADREA LES

  • FURTHER EXAMINATIONEvaluation of RNG-LES (run not finished yet)

    HARMO 13 - ADREA LES

    11

    1.29690877921.160045616

    1.30209698461.1882737639

    1.12043044351.0486100431

    1.29837100561.2390704312

    0.89156278890.8831214426

    1.02744791930.9941550865

    0.82626990010.7993303064

    0.84735364250.8345019987

    1.33229469591.3073289092

    1.30217568041.2624515633

    0.56334183870.8678711305

    LES

    RNG LES

    Sensors along route

    Cp/Co

    Geom

    Avgs

    sensorAv releaseAv diffusionAv release *100expCp/CoSensorCoCp run12Cp run17Cp run15Cp run11Cp run14Cp run16SensorLESRNG LEScoarse Cs=0.08coar Cs=0.1coar Cs=0.12coar Cs=0.2SensorLESRNG LEScoarse Cs=0.08coarse Cs=0.1coarse Cs=0.12coarse Cs=0.2RouteCexpRouteCs=0.08Cs=0.1Cs=0.12Cs=0.2RouteLESRNG LESRouteLESLES coarseSensorRMS run12RMS run17RMS run15RMS run11RMS run14RMS run16SensorVAR run12VAR run17VAR run15VAR run11VAR run14VAR run16

    10.08904240420.06957617198.90424041675.98189832291.48853088716.84111527150.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0010.00E+000.00E+000.00E+000.00E+000.00E+000.00E+001.00E+001.30E+001.24E+001.36E+001.25E+001.16E+001.84E+00R1(s16)16.47R1(s16)1.361.261.091.72R1(s16)1.29690877921.160045616R1(s16)1.29690877921.2618.83E+008.44919627059.34737738478.68378791347.999387870612.508468206611.451.36583733471.24480776971.6066807540.98708355950.7414616171

    20.08461360830.06951848938.4613608333222R2(s14)7.63R2(s14)1.341.241.102.04R2(s14)1.30209698461.1882737639R2(s14)1.30209698461.2428.47E+008.04269946488.82239761518.22642935537.860050702611.210295434721.171.08235389561.03578816031.28229091661.16223948211.0577754308

    30.075934360.06952752617.593436333R3(s13)7.77R3(s13)1.171.060.981.68R3(s13)1.12043044351.0486100431R3(s13)1.12043044351.0637.58E+007.33197373117.72266209467.50526634827.19713751858.44360328730.871.04496150070.90638643331.2047736931.02376568730.7447003523

    40.06328481920.06947924866.32848191676.32053777331.001256877847.15351887920.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0040.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0040.89156278890.88312144260.89398425220.88844003270.8582487670.891941033R4(s1)6.84R4(s1)1.361.251.161.84R4(s1)1.30E+001.24E+00R4(s1)1.30E+001.2546.47E+006.37700296796.44485117176.44432059266.20290737576.63866456240.740.77253284480.63837765010.7847930130.45047955770.5016174019

    50.0535340510.06942896645.3534051555R5(s4)7.15R5(s4)0.890.890.860.89R5(s4)0.89156278890.8831214426R5(s4)0.89156278890.8955.51E+005.28927076595.13215607575.17634028795.15186166115.320212058650.490.55367029360.48730889540.50996739120.4463213060.4819262842All the game is a balance between resolved and unresolved turbulence...

    60.04819253650.06936678624.81925364814.45208262851.082471744264.75804576740.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0060.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0061.02744791930.99415508650.93994096930.95279436440.93410471410.988236012R6(s6)4.76R6(s6)0.940.950.930.99R6(s6)1.02744791930.9941550865R6(s6)1.02744791930.9564.97E+004.82539480924.5236881344.60524708794.55758779684.85701344560.420.49484257350.46244669930.49073505450.4050295490.4790216778

    70.0462443980.0693800834.62443980295.14945807120.898043976575.67829783370.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0070.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0070.82626990010.79933030640.76340028660.77228599210.75578172410.8022781945R7(s7)5.68R7(s7)0.760.770.760.80R7(s7)0.82626990010.7993303064R7(s7)0.82626990010.7774.81E+004.63293427564.38448228234.4602204734.39330684424.690915318770.380.47440870760.43307079130.4500243490.37577953180.4885653634VARIANCE IS A MEASURE OF RESOLVED TURBULENCE - if total turbulence is higher, it means that the SGS (unresolved) is higher.

    80.03877551520.06885231863.87755152294.37319637950.886663023284.6344004320.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0080.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0080.84735364250.83450199870.79438952110.80944480770.78923988510.8479109654R8(s8)4.63R8(s8)0.790.810.790.85R8(s8)0.84735364250.8345019987R8(s8)0.84735364250.8184.06E+004.00711903423.73929910563.88487927513.79196011034.100041441380.410.49119766520.42877462450.48130601320.42093606510.5155630788

    90.03285444650.06712805733.28544465352.76649384321.187584299892.51550539160.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0090.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0091.33229469591.30732890921.41308037031.40635038961.41502189211.53441939R9(s9)2.52R9(s9)1.411.411.421.53R9(s9)1.33229469591.3073289092R9(s9)1.33229469591.4193.50E+003.43582284183.62539265343.64267101113.71070831954.086138339390.480.57680177840.50821046630.44048952920.5008026720.5484720528

    100.02907749820.05994459052.90774982132.52446926491.1518261924102.26280325840.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00100.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00101.30217568041.26245156331.45069273961.40955253471.47196649071.2649467252R10(s10)2.26R10(s10)1.451.411.471.26R10(s10)1.30217568041.2624515633R10(s10)1.30217568041.41103.13E+003.02920527613.37820166173.33130886683.56127152372.9327300261100.560.57956149070.63657192540.69658456850.49953901850.4279822964

    110.01215113740.03746897981.21511373530.51515708952.358724669110.13815530680.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00110.00E+000.00E+000.00E+000.00E+000.00E+000.00E+0011R11(s12)0.06R11(s12)0.961.351.341.27R11(s12)0.56334183870.8678711305R11(s12)0.56334183871.35119.02E-011.09145545881.43808517431.41179714491.42600803511.178658578110.220.3281942210.34663591550.3649511630.45145695660.2689870394

    120.00066863670.00698175870.06686367380.06575186911.016909096120.0605801950.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00120.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00120.56334183870.86787113050.95722966351.34542803171.33537253061.2746463215122.63E-020.05626761050.10363459040.08291156540.05034337680.0608383324120.000.00184078420.00737738570.00492814410.001605670.0026426834

    130.087285760.068991038.7285766.81147142031.2814523414137.77313759260.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00130.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00131.12043044351.04861004311.16670327081.0601743770.97945422061.6831237647138.75E+008.15731923179.1742479438.28599495347.715560513112.8483355048131.721.91294406331.92106093161.75033461781.80788411961.3837500073

    140.09961215120.06706874079.9612151256.57218533321.5156625414147.63084513080.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00140.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00141.30209698461.18827376391.34305349541.24223291861.10096120782.0414100383141.00E+019.213766989210.39889657079.50456446478.693760953115.3641654391143.643.12746595073.10256689113.85025162753.01037740181.4327616157

    150.13524045580.060348323313.5240455833151515151.40E+0112.152141727113.986809649713.141147122211.804771626321.0422089393158.296.00750470566.00945406146.7903895446.02802342141.6494965686

    160.21687470540.037643184221.687470541713.81444860721.56991213751616.47109782070.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00160.00E+000.00E+000.00E+000.00E+000.00E+000.00E+00161.29690877921.1600456161.355247491.25750701891.08603630691.7165706131162.15E+0119.939475933322.676666656420.767173839618.132998277328.31608027611620.6018.12239651515.941044817819.792103097515.95663895680.9593939278

    Route

    expWITH NO SENSOR 11R1(s16)20.6018.12239651515.941044817819.792103097515.95663895680.9593939278

    sensor1-0.00466229543.3195858622R2(s14)3.643.12746595073.10256689113.85025162753.01037740181.4327616157

    6.64383401986.8411152715R3(s13)1.721.91294406331.92106093161.75033461781.80788411961.3837500073

    7.03839652327.7849938351R4(s1)1.451.36583733471.24480776971.6066807540.98708355950.7414616171

    8.5315911469R5(s4)0.740.77253284480.63837765010.7847930130.45047955770.5016174019

    R6(s6)0.420.49484257350.46244669930.49073505450.4050295490.4790216778

    sensor40.05571310883.1375718323R7(s7)0.380.47440870760.43307079130.4500243490.37577953180.4885653634

    6.21943055577.1535188792R8(s8)0.410.49119766520.42877462450.48130601320.42093606510.5155630788

    8.08760720278.6705226086R9(s9)0.480.57680177840.50821046630.44048952920.5008026720.5484720528

    9.2534380145R10(s10)0.560.57956149070.63657192540.69658456850.49953901850.4279822964

    R11(s12)0.000.00184078420.00737738570.00492814410.001605670.0026426834

    60.08118064441.8401733618

    3.59916607924.7580457674

    5.91692545566.7580287563

    7.599132057

    70.01975175172.3965773711

    4.77340299055.6782978337

    6.58319267697.3734990086

    8.1638053403

    8-0.06057833881.7543304219RNG has higher resolved in more laminar parts and lower resolved in turbulent parts (*)

    3.56923918274.634400432

    5.69956168126.7308582845

    7.7621548878

    9-0.00835222070.0782546137

    0.1648614482.5155053916

    4.86614933525.7057215243

    6.5452937134

    100.00351172920.166443308

    0.32937488692.2628032584

    4.19623162995.1441612282

    6.0920908266

    110.10394269340.1031470512

    0.10235140910.1381553068

    0.17395920461.3041689104

    2.4343786162

    120.05540852090.0585910896

    0.06177365830.060580195

    0.05938673170.0780843228

    0.0967819138

    130.09439498733.4750785776

    6.85576216797.7731375926

    8.69051301739.1861980907

    9.6818831641

    14-0.00835222073.6825225985

    7.37339741767.6308451308

    7.8882928448.4031882704

    8.9180836968

    16-0.01938184338.4001036244

    16.819589092216.4710978207

    16.122606549216.5721443766

    17.021682204

    Avgs

    nk: (from 80s and 160s observations)

    nk:Average from 40 to 200

    nk:Cs = 0.08 coarse

    nk:Cs = 0.1 coarse

    nk:Cs = 0.12 coarse

    nk:Cs = 0.2 coarse

    nk:RNG LES

    LES

    RNG LES

    coarse Cs=0.08

    coar Cs=0.1

    coar Cs=0.12

    coar Cs=0.2

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    LES

    RNG LES

    coarse Cs=0.08

    coarse Cs=0.1

    coarse Cs=0.12

    coarse Cs=0.2

    Cexp

    Sensors along route

    Co

    Cexp (80s & 160s meas. only)

    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    Sensors along route

    Cp/Co

    LES

    RNG LES

    Sensors along route

    Cp/Co

    LES

    LES coarse

    - LES close with coarse- In ceiling Cp is higher due to exp asymmetry- In ceiling buoyancy wins turbulence;all models sam- Release: need better turb capture and more diffusion- Cs 0.12>0.1>0.08>0.2Lower t,sgs may result to low turb or high resolv(also depends on the grid)

    RMS run12

    RMS run17

    RMS run15

    RMS run11

    RMS run14

    RMS run16

    RMS

    VAR run12

    VAR run17

    VAR run15

    VAR run11

    VAR run14

    VAR run16

    VAR run12

    VAR run17

    VAR run15

    VAR run11

    VAR run14

    VAR run16

    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    Cs=0.08

    Cs=0.1

    Cs=0.12

    Cs=0.2

    Sensors along route

    C Variance

    LES

    RNG LES

    Sensors along route

    C Variance

    LES

    RNG LES

    Sensors along route

    C Variance

    1

    20.598165746618.122396515

    3.64015407333.1274659507

    1.71609990941.9129440633

    1.45105459551.3658373347

    0.74038311540.7725328448

    0.41787618080.4948425735

    0.3788818990.4744087076

    0.41105921610.4911976652

    0.48407150260.5768017784

    0.5621493060.5795614907

    0.00045511940.0018407842

    LES

    RNG LES

    Sensors along route

    C Variance

    Figures

    Figures

    -0.00466229540.0003037510.0000000070

    6.64383401980.004308336.606749.16697

    7.03839652320.01375714.660444.5586

    8.53159114690.02765867.89997.04619

    7.62275855420.04547218.038028.26434

    8.14017884310.06893118.333027.49647

    8.13072824420.1034537.038247.45837

    8.11655234590.1655366.684838.61508

    8.05827365280.3355469.064397.35073

    8.05276080351.706677.191966.96293

    8.03622225544.324227.534967.61931

    7.9629801144.720778.095046.14662

    7.96061746435.077238.156676.56811

    7.91572711965.3771310.6477.43875

    7.88973797275.619545.03017.4556

    7.87083677495.818046.844826.77188

    7.82122113085.981046.519297.97622

    7.77948098576.115156.802465.31982

    7.76451753756.226147.592116.09277

    7.72435249226.317616.496327.54801

    7.69600069566.394145.723536.447

    7.66528624926.462628.349427.26725

    7.65819836.523348.673687.74591

    7.63220915316.575610.22915.39309

    7.62512120396.62038.326066.95747

    7.59204410786.658637.762395.86832

    7.57314291016.69166.257926.3666

    7.55424171236.720016.715838.34297

    7.5227397166.7446510.3727.20274

    7.50856381776.765657.825367.01096

    7.47863692126.783084.863466.30052

    7.46209837326.797258.582687.69187

    7.43610922626.808268.411647.29306

    7.43138392686.816345.343237.50309

    7.42193332796.821299.536656.7168

    7.38413093246.823158.154997.48963

    7.36995503416.821687.242396.67807

    7.34869118666.816357.54346.93077

    7.3368779386.80637.499355.9205

    7.30852614136.790247.20249.10242

    7.2943502436.76478.554529.30929

    7.28253699446.727938.738917.07901

    7.24552214876.681878.127745.98722

    7.21165750276.635487.140937.27928

    7.19039365526.605377.59679.07625

    7.1667671586.556289.335567.20041

    7.16912980786.471278.171487.26849

    7.12187681336.387610.56617.09994

    7.11478886426.360516.209487.18826

    7.08643706756.409067.698616.68405

    7.05572262116.534619.859295.62602

    7.0486346726.688777.558528.59603

    7.03209612396.823098.188239.42649

    7.00846962676.92178.964627.40409

    6.97539253066.993417.888226.81183

    6.92577688657.052118.578599.10493

    6.91396363797.102036.528317.94507

    6.91238853817.141468.958978.13204

    6.87616124237.168879.089287.87559

    6.90293793927.183387.646327.13424

    6.82182029887.183398.594046.59605

    6.81473234967.167768.762038.12097

    6.76511670547.147949.454886.79414

    6.75094080717.126469.446856.34953

    6.73676490887.104799.691817.38256

    6.69896251337.086348.699248.69341

    6.65800991817.073819.5337.58375

    6.6162697737.064969.096646.95651

    6.5997312257.063378.68947.20168

    6.59264327587.065828.770677.35168

    6.52412643397.079368.249119.93087

    6.50758788587.106427.70588.18628

    6.48632403847.1404311.1938.61391

    6.46506019097.1781510.309810.0105

    6.45088429257.217199.329228.01104

    6.40126864847.254576.33939.43026

    6.39024294977.289656.7208310.1286

    6.36740400247.320769.900439.711

    6.32566385737.343188.959738.90095

    6.3114879597.353229.238877.62462

    6.27604821327.347797.805977.14953

    6.25005906627.328699.398349.62252

    6.22170726967.305318.797096.12515

    6.18863017357.284268.96168.15265

    6.17681692497.265177.582316.36831

    6.15555307747.248877.543957.87994

    6.16264102667.234988.595588.28972

    7.22527.394346.85035

    7.221345.426286.74119

    7.225649.834246.37733

    7.237337.939357.87174

    7.255726.676698.13277

    7.279227.83927.34691

    7.303857.489115.72148

    7.323927.318446.86804

    7.336147.100356.56998

    7.343777.585798.67247

    7.351577.631558.41918

    7.362237.656297.07263

    7.375286.823657.39981

    7.3895310.33879.57703

    7.405287.145488.06078

    7.4229511.69089.65769

    7.442037.323619.77843

    7.460867.919519.19443

    7.476758.722547.1736

    7.488069.034227.94534

    7.4941311.34546.37477

    7.497049.257157.89228

    7.500058.899539.86825

    7.506358.500577.79453

    7.518357.311257.90401

    7.53838.291138.85347

    7.567427.236287.27816

    7.602148.864377.77962

    7.6389711.020910.1351

    7.672599.253748.53786

    7.697418.822816.87092

    7.711268.256118.55921

    7.7093910.02817.66037

    7.695579.46367.25015

    7.680249.100168.85505

    7.669079.270039.33791

    7.665268.786767.31018

    7.669849.580228.58146

    7.681498.293058.70742

    7.698259.707887.99985

    7.717347.876247.00083

    7.738199.969928.25778

    7.758539.274828.80333

    7.776189.365417.2186

    7.7896810.07576.83642

    7.79917.430638.21291

    7.805868.178098.98309

    7.813699.261049.04892

    7.8260910.05138.99109

    7.844698.18797.51582

    7.868678.1314711.424

    7.896889.603047.83363

    7.926287.42528.27675

    7.953018.427899.89678

    7.974219.620298.3759

    7.98869.122968.051

    7.995679.619889.3305

    7.9964410.878911.4334

    7.9943911.36518.92958

    7.993689.851359.538

    7.996948.704048.62734

    8.005188.335489.39296

    8.018538.8590110.9888

    8.0370410.2257.97948

    8.060659.379539.9435

    8.088479.038.13059

    8.118638.098138.34616

    8.149067.821118.15619

    8.177427.631038.10754

    8.201438.023148.14462

    8.219568.319137.36338

    8.231727.693899.94628

    8.239238.190468.91742

    8.245099.186377.47442

    8.251579.827210.2872

    8.259529.492828.75463

    8.2693210.67889.56625

    8.2810310.1218.40407

    8.2950210.55769.34639

    8.3120411.50910.5923

    8.332658.960029.55117

    8.35648.994968.43499

    8.381699.033699.79585

    8.406269.2382412.8301

    8.4283910.80548.94546

    8.446869.970518.67122

    8.460888.295898.34694

    8.4707310.183210.3083

    8.477258.7237210.2096

    8.481878.580469.21366

    8.48649.2948810.125

    8.492018.178489.37312

    8.499911.80798.13595

    8.5109210.81658.40633

    8.5251610.07459.39105

    8.541378.638419.35173

    8.558588.767969.01221

    8.576319.3518710.2413

    8.594998.4907110.052

    8.613969.6548610.0349

    8.6338710.03899.86052

    8.654739.89664

    8.676929.22631

    8.699729.45872

    8.7212310.7844

    8.739759.0462

    8.753739.03454

    8.762199.53451

    8.7662710.7113

    8.767789.97886

    8.770139.92053

    8.776098.47213

    8.7880210.5347

    8.806779.11346

    8.8315711.5166

    8.8603510.9936

    8.89039.72788

    8.9186811.7696

    8.94310.7128

    8.9617610.7856

    8.97499.99608

    8.9833910.396

    8.9891710.83

    8.9950910.2743

    9.002411.0201

    9.012648.9081

    9.026768.98888

    9.045059.77418

    9.066819.42412

    9.0909211.0969

    9.1157410.0391

    9.1395110.2846

    9.161112.0354

    9.18019.9282

    9.1968711.9973

    9.21211.0024

    9.226339.29302

    9.2405511.5675

    9.2555110.0516

    9.271749.78436

    9.288839.45721

    9.3060510.3615

    9.3224710.8732

    9.3378210.9313

    9.3527211.0345

    9.3683510.6834

    9.3859611.0223

    9.4071210.8651

    9.4315511.5775

    9.4223712.0279

    8.009559.9179

    5.9917310.0477

    4.8205210.2059

    4.703519.81359

    5.024628.0522

    5.732867.4048

    6.265647.00035

    6.587886.64284

    6.773016.61428

    6.877476.61127

    6.938236.63714

    6.980826.73078

    7.012436.72213

    7.036956.73907

    7.056946.73588

    7.072836.79174

    7.086686.81548

    7.099416.84162

    7.111566.84572

    7.122856.83537

    7.132516.84141

    7.140376.84881

    7.147926.85702

    7.155966.86371

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    7.173746.878

    7.184616.88468

    7.196126.9024

    7.206756.92501

    7.215776.91158

    7.224036.93461

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    7.272996.95978

    7.290746.96051

    7.308536.9563

    7.323746.9502

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    7.340726.95229

    7.343866.95913

    7.345596.9764

    7.347076.9881

    7.348836.98574

    7.351036.983

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    7.35627.00689

    7.358547.00726

    7.360317.005

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    7.360846.9993

    7.359066.99638

    7.355666.9943

    7.350516.99187

    7.343656.9906

    7.335186.98563

    7.325686.98417

    7.316276.98427

    7.30836.98193

    7.302746.98029

    7.300146.98063

    7.300426.98393

    7.302966.98591

    7.306576.98166

    7.309856.97462

    7.311546.97653

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    7.308626.97717

    7.304876.96915

    7.3016.96728

    7.298016.96778

    7.29566.96966

    7.293456.97143

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    7.286556.97532

    7.281496.97625

    7.276056.97719

    7.270846.97828

    7.266066.97831

    7.26186.97794

    7.257936.97763

    7.254556.97751

    7.251476.97738

    7.248666.97697

    7.246116.97647

    7.243756.97629

    7.241596.97645

    7.239616.97941

    7.237856.98185

    7.236326.98311

    7.234996.98427

    7.233846.98411

    7.232786.97988

    7.231756.97634

    7.23076.97407

    7.229616.97191

    7.228446.96982

    7.227186.96858

    7.225816.96911

    7.224336.97094

    7.222766.97289

    7.221156.97404

    7.219556.97449

    7.217976.97468

    7.216446.97488

    7.214986.9751

    7.21366.97497

    7.21236.97449

    7.211116.97457

    7.210096.97789

    7.209296.98237

    7.208596.98374

    7.207936.9829

    7.207246.98085

    7.20656.97882

    7.205686.97764

    7.204786.97776

    7.203836.97743

    7.202886.9759

    7.201976.97423

    7.201116.97291

    7.200276.97193

    7.199496.97127

    7.198786.97081

    7.198166.97047

    7.197636.97021

    7.19726.97

    7.196876.96977

    7.196626.96942

    7.196446.969

    7.196316.96858

    7.196216.96819

    7.196146.96791

    7.196076.96771

    7.1966.9675

    7.195936.96706

    7.195846.96595

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    7.195686.96275

    7.195646.96098

    7.19576.95928

    7.195836.95748

    7.196136.95565

    7.196596.95385

    7.197156.9522

    7.197776.95068

    7.198366.9493

    7.198876.94818

    7.199236.94723

    7.199426.94652

    7.199486.94607

    7.199446.9458

    7.199366.94565

    7.19936.94554

    7.199276.94548

    7.199296.94545

    7.199336.94545

    7.199396.94546

    7.199426.94547

    7.199416.94547

    7.199336.94544

    7.199176.94536

    7.198926.94528

    7.198616.94521

    7.198266.94516

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