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Saem Sattarzadeh
Erfan Pirmorad
1
IYPT 2012 Germany, National team of I. R. Iran2
Main
Approach
Comprehension
• Inspiration
• Significant
• Literature review
Background theory
• Flow around circular
cylinder
• sound generated
aerodynamically
• sound analysis
methodologies
(Lighthill acoustic
analogy o …
Our Project approach
- Methodology
cfd
acoustic
- results and graph
Conclusion
- comparison and conclusion
- Future work
- references
Inspiration
 IYPT 2012
 When a piece of thread (e.g., nylon) is
whirled around with a small mass attached to
its free end, a distinct noise is emitted. Study
the origin of this noise and the relevant
parameters.
3
approach
What's sound?
 Vibration of the thread
 Transient pressure variation caused by the flow
 Investigated experimentally
 Doppler effect
 Microphone place
 FFT
 Result
Transient pressure variation caused
by the flow
4
Significant
5
Literature review
 Orselli1“Two and Three-Dimensional Simulation of Sound
Generated by Flow Around a Circular Cylinder”
Result : comparison different model od RANS in 2d and LES 3d
 Gloerfelt “Flow -induced Cylinder Formulated as a Diffraction
Problem for Low Mach Numbers”
Result : transient pressure because of flow in vibrating body
 Perot “Numerical Prediction of the Noise Radiated by a
Cylinder
 Result : The acoustical results are
dependence of the SPL on the
correlation length is an open question
6
IYPT 2012 Germany, National team of I. R. Iran7
Main
Approach
Comprehension
• Inspiration
• Significant
• Literature review
Background theory
• Flow around circular
cylinder
• sound generated
aerodynamically
• sound analysis
methodologies
(Lighthill acoustic
analogy o …
Our Project approach
- Methodology
cfd
acoustic
- results and graph
Conclusion
- comparison and conclusion
- Future work
- references
Background theory 1
 Fluid Flow division according to Reynolds number
8
9
Background theory
Source ≡ Transient pressure variation caused by the flow
Sound ≡ Pressure waves propagating in the acoustic medium
11
Analysis method
 Computational Aeroacoustics (CAA)
 Sometimes referred to as Direct Noise Computation
(DNC)
 Sound sources and propagation solved in a single
comprehensive model
 Segregated Source-Propagation Methods (SSPM)
 Variational Methods
 Boundary Element Methods
 Integral
12
CAA
13
aircraft noise heard on the ground
Computationally expensive
Large meshes
Long transient computations
Mesh needs to be carefully prepared to capture sources properly
Famous “Lighthill’s Acoustic Analogy”
 J.M. Lighthill’s theory (1952) completed by N. Curle in
1955
 the mathematical foundation for connecting the
source and propagation parts
 This theory highlights the quadrupolar property of
sound sources induced by turbulence
14
Rippletank
Theory of SSPM
 Sound generation and propagation are
independent phenomena in most cases
 Problem domain can be thought to be
composed of two “layers”
 Flow field
 Governs sound generation
 Navier-Stokes equations
 Acoustic field
 Governs sound propagation
 Wave equation
15
Ffowcs-Williams Hawkins
 Based on a two step approach
 Simulate transient flow field accurately only around
sources
 Propagate noise from source to receiver via analytical
solution of wave equation
16
 Advantages
 Need CFD solution only around source
 Less expense/improved accuracy
 Disadvantages
 Can’t account for reflection
 Can’t account for backward effect of
sound on flow
17
Derivation of the
Wave Equation
 Linearized Continuity Equation (For fluctuations)
 Linearized Momentum Equation (No convection, no
body forces, no viscous stresses)
 Eliminate
18
 Lighthill’sAcoustic Analogy
 Continuity Equation
 Momentum Equation (Convection included, but no
viscous stresses)
 In a conservative form
 Eliminate
19
 “Lighthill’sEquation”
This is referred to as “Lighthill’stensor”
20
 Lighthill’s equation can be thought of as a wave
equation with a source term
 Wave Equation
 Lighthill’sEquation
 Lighthill’stensor representing the sound source can
be calculated by solving Navier-Stokes equations
using CFD
21
inhomogeneous
wave equation:
22
23
Lighthill stress tensor
the compressive stress tensor For a Stokesian fluid
Physical view
24
Solution
 using the free-space Green function ((g)=4r).
 The complete solution =>two surface integrals
=> one volume integral.
25
Integral solution
 surface integrals =>
monopole
dipole
partially quadrupole sources
 volume integrals => quadrupole outside the source surface
 volume integral becomes small
flow is subsonic
the source surface encloses a non-linear source
 in FLUENT, the volume integral is dropped
(feri farasat solution)
26
IYPT 2012 Germany, National team of I. R. Iran27
Main
Approach
Comprehension
• Inspiration
• Significant
• Literature review
Background theory
• Flow around circular
cylinder
• sound generated
aerodynamically
• sound analysis
methodologies
(Lighthill acoustic
analogy o …
Our Project approach
- Methodology
cfd
acoustic
- results and graph
Conclusion
- comparison and conclusion
- Future work
- references
DETAIL ON METHODOLOGY
 2d and 3d CFD methodology
 Acoustic Methodology
28
DETAIL ON METHODOLOGY
2d cfd methodology
 Computational fluid dynamics (CFD) is used to
obtain the unsteady flow field.
 Fluent 6.3 & Ansys/Fluent 14
 Finite volume
 2d LES and 3d LES
29
Turbulence Modeling
6-30
ANSYS, Inc. Proprietary
© 2009 ANSYS, Inc. All rights reserved.
April 28, 2009
Inventory #002600
Training ManualLarge Eddy Simulation (LES)
• Spectrum of turbulent eddies in the Navier-Stokes equations is filtered:
– The filter is a function of grid size
– Eddies smaller than the grid size are removed and modeled by a subgrid scale
(SGS) model.
– Larger eddies are directly solved numerically by the filtered transient NS equation
Filtered N-S
equation
Filter, Δ
Subgrid
Scale
Resolved
Scale
Instantaneous
component
(Subgrid scale Turbulent stress)
Turbulence Modeling
6-31
ANSYS, Inc. Proprietary
© 2009 ANSYS, Inc. All rights reserved.
April 28, 2009
Inventory #002600
Training ManualLarge Eddy Simulation
• Large Eddy Simulation (LES)
– LES has been most successful for high-end applications where the RANS models
fail to meet the needs. For example:
• Combustion
• Mixing
• External Aerodynamics (flows around bluff bodies)
• Implementations in FLUENT:
– Subgrid scale (SGS) turbulent models:
• Smagorinsky-Lilly model
• Wall-Adapting Local Eddy-Viscosity (WALE)
• Dynamic Smagorinsky-Lilly model
• Dynamic Kinetic Energy Transport
– Detached eddy simulation (DES) model
• Choice of RANS in DES includes S-A, RKE, or SST
• LES is compatible with all combustion models in FLUENT
• Basic statistical tools are available: Time averaged and RMS values of
solution variables, built-in fast Fourier transform (FFT).
• Before running LES, consult guidelines in the “Best Practices For LES”
(containing advice for meshing, subgrid model, numerics, BCs, and more)
Les
 resolves large scales
 better fidelity than RANS method
 models the smallest(and most expensive) scales
 Low computational cost for practical engineering
systems
32
Sub grid scale
 the subgrid scale was modeled by the
Dynamic Smagorinsky Model (DSM)
33
discretization
 The numerical discretization scheme employed
for the pressure-velocity coupling was the
PISO algorithm
 In order to avoid numerical diffusion in LES, the
convective fluxes can be discretized by a non-
dissipative central-differencing scheme
(for momentum)
 Time => second order implicit
=> Non iterative time advancement
34
Condition
 Circular cylinder diameter = 0.019 m
 Ma = 0.2
 Re= 90000
35
Mesh
 Structural mesh 22698 cell
 Left = 2D Right = 20D Up and down = 5D
 According to Orselli and kim suggestion
36
Boundary condition
37
Velocity inlet
Pressure outlet
symmetry
Structural mesh near cylinder
38
3D Mesh
5D depth
39
dt
 The time step size = time scale of the smallest eddies
=> CFL<1
 Ferequency
40
IYPT 2012 Germany, National team of I. R. Iran41
Main
Approach
Comprehension
• Inspiration
• Significant
• Literature review
Background theory
• Flow around circular
cylinder
• sound generated
aerodynamically
• sound analysis
methodologies
(Lighthill acoustic
analogy o …
Our Project approach
- Methodology
cfd
acoustic
- results and graph
Conclusion
- comparison and conclusion
- Future work
- references
Result
 Cfd result
 Acoustic result
42
Cfd result
 In order to obtain the acoustic far-field, the
near-field unsteady flow results is used as an
input data to the wave equations
 the noise prediction depends directly on the
accuracy of the CFD results
 Camparison drag coeficcient
lift coeficient
strouhal number
43
CFL
44
Lift Coeficient
45
Drag coefficient
46
Strouhal Number
47
48
Velocity contour
49
50
51
52
53
Q-criterion = -2.5e-6
Cfd result
54
Good Prediction of boundary layer
35d 128 d
55
56
Acoustic Results
57
IYPT 2012 Germany, National team of I. R. Iran58
Main
Approach
Comprehension
• Inspiration
• Significant
• Literature review
Background theory
• Flow around circular
cylinder
• sound generated
aerodynamically
• sound analysis
methodologies
(Lighthill acoustic
analogy o …
Our Project approach
- Methodology
cfd
acoustic
- results and graph
Conclusion
- comparison and conclusion
- Future work
- references
Conclusion
 Most of sound causes by the distribution of dipoles
(pressure surface vibration)
 Frequency is equal to frequency of von karman
vortex shedding
 Ffowks hawking method has good agreement with
experiment by using 2s LES
 2D LES is better in computational cost in
comparison to other Rans method and better
match with experiment
59
Future work
 Cylinder with flixible body
 Rotationg circular cylinder
 Helholtz propulsion
60
References
 1- Revell, J. D., Prydz, R. A. and Hays, A.P., “Experimental Study of
Airframe Noise vs. Drag Relationship for Circular Cylinders”, Lockheed
Report 28074, Final Report NASA Contract NAS1-14403, (1977).
 2- Reinaldo M. Orselli1, Julio R. Meneghini2 and Fabio Saltara3 , “Two
and Three-Dimensional Simulation of Sound Generated by Flow Around
a Circular Cylinder” 15th AIAA/CEAS Aeroacoustics Conference (2009)
 3- Gloerfelt, X., Perot, F., Bailly, C. and Juvé, D., “Flow-induced Cylinder
Formulated as a Diffraction Problem for Low Mach Numbers”, J. Sound
and Vibration, Vol. 287, 2005, pp. 129-151.(2005)
 4- Perot, F., Auger, J., Giardi, H., Gloerfelt, X. and Bailly, C. “Numerical
Prediction of the Noise Radiated by a Cylinder”.AIAA-2003-3240, 9th
AIAA/CEAS Aeroacoustics Conference, Hilton Head, SC, 12-14
May(2003).
 5- Ffowcs Williams, J. E. and Hawkings, D. L., “Sound Generated by
Turbulence and Surfaces in Arbritary Motion”,Philosophical Transactions
of the Royal Society, Vol. A264, No. 1151, 1969, pp. 321-342.(1969)
 6- Takashi, T., Miyazawa, M. and Kato, C., “A Computational Method of
Evaluating Noncompact Sound Based on Vortex Sound Theory”, J.
Acoust. Soc. Am., Vol. 121, No. 3, 2007, pp.1353-1361.(2007)
61
 7- Kato, C., Lida, A., Fujita, H. and Ikegawa, M., “Numerical Prediction of
Aerodynamic Noise from Low Mach Number Turbulent Wake”, AIAA Paper
1993-0145, (1993).
 8- Seo, J.H., Moon, Y.J., “Aerodynamic Noise Prediction for Long-Span Bodies”,
J. Sound and Vibration, Vol. 306 (3-5), 2007, pp. 564-579.(2007)
 Pierre Sagaut,” Large Eddy Simulation for Incompressible Flows”, Springer,
second Edition,(2005)
 9- Versteeg, H. K., Malalasekera, W., An Introduction to Computational Fluid
Dynamics, 2nd ed., Pearson Eductated Lt.,Harlow, England, 2007, Chaps. 3,
6.(2007)
 10- Germano, M., Piomelli, U., Moin, P. and Cabot, W.H., “Dynamic Subgrid
Scale Eddy Viscosity Model”, Physics of Fluids A, Vol. 3, No. 19, 1991, pp.1760-
1765.(1991)
 11- Lilly, D. K., “Proposed Modification of the Germano Subgrid Scale Closure
Method”, Physics of Fluids A, Vol. 4, 1992,pp. 633-635. (1992)
 12- Kim. S. E. and Mohan, L. S., “Prediction of Unsteady Loading on a Circular
Cylinder in High Reynolds Number Flows using Large Eddy Simulation”,
Proceedings of 24th Int. Conf. Offshore Mech. and Artic Eng., OMAE 2005,
Halkidiki, Greece, June 12-17, (2005).
 13- Kim, S. E., “Large Eddy Simulation of Turbulent Flow Past a Circular Cylinder in
Subcritical Regime”, AIAA 2006-1418, 44th AIAA Aerospace Science Meeting
and Exhibit, Reno, NV, 9-12 Jan., (2006).
 14- Norberg, C., “Fluctuating Lift on a Circular Cylinder: Review and New
Measurements,” J. Fluids and Structures, Vol. 17,No. 1, 2002, pp.57-96.(2002)
 15- Breuer, M., “A challenging Test Large for Large Eddy Simulation: High
Reynolds number Circular Cylinder Flow”, Int. J.Heat and Fluid Flow, Vol. 21,
2000, pp. 648-654.(2007)
62
IYPT 2012 Germany, National team of I. R. Iran63
Main
Approach
Comprehension
• Inspiration
• Significant
• Literature review
Background theory
• Flow around circular
cylinder
• sound generated
aerodynamically
• sound analysis
methodologies
(Lighthill acoustic
analogy o …
Our Project approach
- Methodology
cfd
acoustic
- results and graph
Conclusion
- comparison and conclusion
- Future work
- references
Thanks all for your attention

64

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Isav2012 draft1final (1)

  • 2. IYPT 2012 Germany, National team of I. R. Iran2 Main Approach Comprehension • Inspiration • Significant • Literature review Background theory • Flow around circular cylinder • sound generated aerodynamically • sound analysis methodologies (Lighthill acoustic analogy o … Our Project approach - Methodology cfd acoustic - results and graph Conclusion - comparison and conclusion - Future work - references
  • 3. Inspiration  IYPT 2012  When a piece of thread (e.g., nylon) is whirled around with a small mass attached to its free end, a distinct noise is emitted. Study the origin of this noise and the relevant parameters. 3
  • 4. approach What's sound?  Vibration of the thread  Transient pressure variation caused by the flow  Investigated experimentally  Doppler effect  Microphone place  FFT  Result Transient pressure variation caused by the flow 4
  • 6. Literature review  Orselli1“Two and Three-Dimensional Simulation of Sound Generated by Flow Around a Circular Cylinder” Result : comparison different model od RANS in 2d and LES 3d  Gloerfelt “Flow -induced Cylinder Formulated as a Diffraction Problem for Low Mach Numbers” Result : transient pressure because of flow in vibrating body  Perot “Numerical Prediction of the Noise Radiated by a Cylinder  Result : The acoustical results are dependence of the SPL on the correlation length is an open question 6
  • 7. IYPT 2012 Germany, National team of I. R. Iran7 Main Approach Comprehension • Inspiration • Significant • Literature review Background theory • Flow around circular cylinder • sound generated aerodynamically • sound analysis methodologies (Lighthill acoustic analogy o … Our Project approach - Methodology cfd acoustic - results and graph Conclusion - comparison and conclusion - Future work - references
  • 8. Background theory 1  Fluid Flow division according to Reynolds number 8
  • 9. 9
  • 10. Background theory Source ≡ Transient pressure variation caused by the flow Sound ≡ Pressure waves propagating in the acoustic medium 11
  • 11. Analysis method  Computational Aeroacoustics (CAA)  Sometimes referred to as Direct Noise Computation (DNC)  Sound sources and propagation solved in a single comprehensive model  Segregated Source-Propagation Methods (SSPM)  Variational Methods  Boundary Element Methods  Integral 12
  • 12. CAA 13 aircraft noise heard on the ground Computationally expensive Large meshes Long transient computations Mesh needs to be carefully prepared to capture sources properly
  • 13. Famous “Lighthill’s Acoustic Analogy”  J.M. Lighthill’s theory (1952) completed by N. Curle in 1955  the mathematical foundation for connecting the source and propagation parts  This theory highlights the quadrupolar property of sound sources induced by turbulence 14 Rippletank
  • 14. Theory of SSPM  Sound generation and propagation are independent phenomena in most cases  Problem domain can be thought to be composed of two “layers”  Flow field  Governs sound generation  Navier-Stokes equations  Acoustic field  Governs sound propagation  Wave equation 15
  • 15. Ffowcs-Williams Hawkins  Based on a two step approach  Simulate transient flow field accurately only around sources  Propagate noise from source to receiver via analytical solution of wave equation 16
  • 16.  Advantages  Need CFD solution only around source  Less expense/improved accuracy  Disadvantages  Can’t account for reflection  Can’t account for backward effect of sound on flow 17
  • 17. Derivation of the Wave Equation  Linearized Continuity Equation (For fluctuations)  Linearized Momentum Equation (No convection, no body forces, no viscous stresses)  Eliminate 18
  • 18.  Lighthill’sAcoustic Analogy  Continuity Equation  Momentum Equation (Convection included, but no viscous stresses)  In a conservative form  Eliminate 19
  • 19.  “Lighthill’sEquation” This is referred to as “Lighthill’stensor” 20
  • 20.  Lighthill’s equation can be thought of as a wave equation with a source term  Wave Equation  Lighthill’sEquation  Lighthill’stensor representing the sound source can be calculated by solving Navier-Stokes equations using CFD 21
  • 22. 23 Lighthill stress tensor the compressive stress tensor For a Stokesian fluid
  • 24. Solution  using the free-space Green function ((g)=4r).  The complete solution =>two surface integrals => one volume integral. 25
  • 25. Integral solution  surface integrals => monopole dipole partially quadrupole sources  volume integrals => quadrupole outside the source surface  volume integral becomes small flow is subsonic the source surface encloses a non-linear source  in FLUENT, the volume integral is dropped (feri farasat solution) 26
  • 26. IYPT 2012 Germany, National team of I. R. Iran27 Main Approach Comprehension • Inspiration • Significant • Literature review Background theory • Flow around circular cylinder • sound generated aerodynamically • sound analysis methodologies (Lighthill acoustic analogy o … Our Project approach - Methodology cfd acoustic - results and graph Conclusion - comparison and conclusion - Future work - references
  • 27. DETAIL ON METHODOLOGY  2d and 3d CFD methodology  Acoustic Methodology 28
  • 28. DETAIL ON METHODOLOGY 2d cfd methodology  Computational fluid dynamics (CFD) is used to obtain the unsteady flow field.  Fluent 6.3 & Ansys/Fluent 14  Finite volume  2d LES and 3d LES 29
  • 29. Turbulence Modeling 6-30 ANSYS, Inc. Proprietary © 2009 ANSYS, Inc. All rights reserved. April 28, 2009 Inventory #002600 Training ManualLarge Eddy Simulation (LES) • Spectrum of turbulent eddies in the Navier-Stokes equations is filtered: – The filter is a function of grid size – Eddies smaller than the grid size are removed and modeled by a subgrid scale (SGS) model. – Larger eddies are directly solved numerically by the filtered transient NS equation Filtered N-S equation Filter, Δ Subgrid Scale Resolved Scale Instantaneous component (Subgrid scale Turbulent stress)
  • 30. Turbulence Modeling 6-31 ANSYS, Inc. Proprietary © 2009 ANSYS, Inc. All rights reserved. April 28, 2009 Inventory #002600 Training ManualLarge Eddy Simulation • Large Eddy Simulation (LES) – LES has been most successful for high-end applications where the RANS models fail to meet the needs. For example: • Combustion • Mixing • External Aerodynamics (flows around bluff bodies) • Implementations in FLUENT: – Subgrid scale (SGS) turbulent models: • Smagorinsky-Lilly model • Wall-Adapting Local Eddy-Viscosity (WALE) • Dynamic Smagorinsky-Lilly model • Dynamic Kinetic Energy Transport – Detached eddy simulation (DES) model • Choice of RANS in DES includes S-A, RKE, or SST • LES is compatible with all combustion models in FLUENT • Basic statistical tools are available: Time averaged and RMS values of solution variables, built-in fast Fourier transform (FFT). • Before running LES, consult guidelines in the “Best Practices For LES” (containing advice for meshing, subgrid model, numerics, BCs, and more)
  • 31. Les  resolves large scales  better fidelity than RANS method  models the smallest(and most expensive) scales  Low computational cost for practical engineering systems 32
  • 32. Sub grid scale  the subgrid scale was modeled by the Dynamic Smagorinsky Model (DSM) 33
  • 33. discretization  The numerical discretization scheme employed for the pressure-velocity coupling was the PISO algorithm  In order to avoid numerical diffusion in LES, the convective fluxes can be discretized by a non- dissipative central-differencing scheme (for momentum)  Time => second order implicit => Non iterative time advancement 34
  • 34. Condition  Circular cylinder diameter = 0.019 m  Ma = 0.2  Re= 90000 35
  • 35. Mesh  Structural mesh 22698 cell  Left = 2D Right = 20D Up and down = 5D  According to Orselli and kim suggestion 36
  • 37. Structural mesh near cylinder 38
  • 39. dt  The time step size = time scale of the smallest eddies => CFL<1  Ferequency 40
  • 40. IYPT 2012 Germany, National team of I. R. Iran41 Main Approach Comprehension • Inspiration • Significant • Literature review Background theory • Flow around circular cylinder • sound generated aerodynamically • sound analysis methodologies (Lighthill acoustic analogy o … Our Project approach - Methodology cfd acoustic - results and graph Conclusion - comparison and conclusion - Future work - references
  • 41. Result  Cfd result  Acoustic result 42
  • 42. Cfd result  In order to obtain the acoustic far-field, the near-field unsteady flow results is used as an input data to the wave equations  the noise prediction depends directly on the accuracy of the CFD results  Camparison drag coeficcient lift coeficient strouhal number 43
  • 47. 48
  • 49. 50
  • 50. 51
  • 51. 52
  • 53. Cfd result 54 Good Prediction of boundary layer
  • 55. 56
  • 57. IYPT 2012 Germany, National team of I. R. Iran58 Main Approach Comprehension • Inspiration • Significant • Literature review Background theory • Flow around circular cylinder • sound generated aerodynamically • sound analysis methodologies (Lighthill acoustic analogy o … Our Project approach - Methodology cfd acoustic - results and graph Conclusion - comparison and conclusion - Future work - references
  • 58. Conclusion  Most of sound causes by the distribution of dipoles (pressure surface vibration)  Frequency is equal to frequency of von karman vortex shedding  Ffowks hawking method has good agreement with experiment by using 2s LES  2D LES is better in computational cost in comparison to other Rans method and better match with experiment 59
  • 59. Future work  Cylinder with flixible body  Rotationg circular cylinder  Helholtz propulsion 60
  • 60. References  1- Revell, J. D., Prydz, R. A. and Hays, A.P., “Experimental Study of Airframe Noise vs. Drag Relationship for Circular Cylinders”, Lockheed Report 28074, Final Report NASA Contract NAS1-14403, (1977).  2- Reinaldo M. Orselli1, Julio R. Meneghini2 and Fabio Saltara3 , “Two and Three-Dimensional Simulation of Sound Generated by Flow Around a Circular Cylinder” 15th AIAA/CEAS Aeroacoustics Conference (2009)  3- Gloerfelt, X., Perot, F., Bailly, C. and Juvé, D., “Flow-induced Cylinder Formulated as a Diffraction Problem for Low Mach Numbers”, J. Sound and Vibration, Vol. 287, 2005, pp. 129-151.(2005)  4- Perot, F., Auger, J., Giardi, H., Gloerfelt, X. and Bailly, C. “Numerical Prediction of the Noise Radiated by a Cylinder”.AIAA-2003-3240, 9th AIAA/CEAS Aeroacoustics Conference, Hilton Head, SC, 12-14 May(2003).  5- Ffowcs Williams, J. E. and Hawkings, D. L., “Sound Generated by Turbulence and Surfaces in Arbritary Motion”,Philosophical Transactions of the Royal Society, Vol. A264, No. 1151, 1969, pp. 321-342.(1969)  6- Takashi, T., Miyazawa, M. and Kato, C., “A Computational Method of Evaluating Noncompact Sound Based on Vortex Sound Theory”, J. Acoust. Soc. Am., Vol. 121, No. 3, 2007, pp.1353-1361.(2007) 61
  • 61.  7- Kato, C., Lida, A., Fujita, H. and Ikegawa, M., “Numerical Prediction of Aerodynamic Noise from Low Mach Number Turbulent Wake”, AIAA Paper 1993-0145, (1993).  8- Seo, J.H., Moon, Y.J., “Aerodynamic Noise Prediction for Long-Span Bodies”, J. Sound and Vibration, Vol. 306 (3-5), 2007, pp. 564-579.(2007)  Pierre Sagaut,” Large Eddy Simulation for Incompressible Flows”, Springer, second Edition,(2005)  9- Versteeg, H. K., Malalasekera, W., An Introduction to Computational Fluid Dynamics, 2nd ed., Pearson Eductated Lt.,Harlow, England, 2007, Chaps. 3, 6.(2007)  10- Germano, M., Piomelli, U., Moin, P. and Cabot, W.H., “Dynamic Subgrid Scale Eddy Viscosity Model”, Physics of Fluids A, Vol. 3, No. 19, 1991, pp.1760- 1765.(1991)  11- Lilly, D. K., “Proposed Modification of the Germano Subgrid Scale Closure Method”, Physics of Fluids A, Vol. 4, 1992,pp. 633-635. (1992)  12- Kim. S. E. and Mohan, L. S., “Prediction of Unsteady Loading on a Circular Cylinder in High Reynolds Number Flows using Large Eddy Simulation”, Proceedings of 24th Int. Conf. Offshore Mech. and Artic Eng., OMAE 2005, Halkidiki, Greece, June 12-17, (2005).  13- Kim, S. E., “Large Eddy Simulation of Turbulent Flow Past a Circular Cylinder in Subcritical Regime”, AIAA 2006-1418, 44th AIAA Aerospace Science Meeting and Exhibit, Reno, NV, 9-12 Jan., (2006).  14- Norberg, C., “Fluctuating Lift on a Circular Cylinder: Review and New Measurements,” J. Fluids and Structures, Vol. 17,No. 1, 2002, pp.57-96.(2002)  15- Breuer, M., “A challenging Test Large for Large Eddy Simulation: High Reynolds number Circular Cylinder Flow”, Int. J.Heat and Fluid Flow, Vol. 21, 2000, pp. 648-654.(2007) 62
  • 62. IYPT 2012 Germany, National team of I. R. Iran63 Main Approach Comprehension • Inspiration • Significant • Literature review Background theory • Flow around circular cylinder • sound generated aerodynamically • sound analysis methodologies (Lighthill acoustic analogy o … Our Project approach - Methodology cfd acoustic - results and graph Conclusion - comparison and conclusion - Future work - references
  • 63. Thanks all for your attention  64

Editor's Notes

  1. 12
  2. 12
  3. عدد ماخ پایین قابلیت تفکیک هست)) بگم چرا از این روش استفاده می کنیم و می شود تفکیک کردمثال صدای هواپیما روی زمین- اگر استاد بپرسه که چرا مدل می کنن خوب تو یک ناحیه کوچیک نوسانات فشار در بیاریم بعد اون رو اعمال کنیمبایذ بگم مثل اینکه تو خورشید بگیم تشعشع چقدره یا اینکه بگم باید به اندازه ای دور شد که از نوسانات جریان دور باشیم.
  4. بگم چرا از این روش استفاده می کنیم و می شود تفکیک کرد
  5. بگم چرا از این روش استفاده می کنیم و می شود تفکیک کرد
  6. 12
  7. ,. In contrast, direct numerical simulation, which resolves every scale of the solution, is prohibitively expensive for nearly all systems with complex geometry or flow configurations.resolves large scales of the flow field solution better fidelity than alternative approaches such as Reynolds-Averaged Navier-Stokes(RANS)methods.models the smallest (and most expensive) scales of the solution, rather than resolving them as Direct Numerical Simulation(DNS)Lowcomputational cost for practical engineering systems with complex geometry or flow configurations (turbulent jets, pumps, vehicles, and landing gear)
  8. دو بعدی طول محاسباتی رو هم باید گفت
  9. فرمولای پرشر ولاسیتی کوپلینگ رو بیارمیک کم توضیح هر کدوم را بگمIn order to avoid numerical diffusion in LES, the convective fluxes can be discretized by a non-dissipative central-differencing scheme (for momentum)
  10. 12
  11. 12
  12. 12