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1Built-to-Spec | Product Approval | Engineering Services | Software Development
Compressible Flow: Basics
Treatment of Compressible Flow in CFD
2
©ZeusNumerixPvtLtd:ConfidentialDocument
Overview
 Conservation Laws
 Conservation form of equations
 Governing equations: Hyperbolic
 The Wave theory: CFL Condition
 Schemes and their types
 Eigen values
 Boundary conditions
2
26-Feb-2009 Training on Mesh Generation
3
©ZeusNumerixPvtLtd:ConfidentialDocument
Conservation Laws
 Mass is Conserved
 Net mass flowing out of the system = Net mass decreased in the system
 Momentum is Conserved
 Rate of change of momentum = Momentum transfer through the surfaces – Forces (surface
and body)
 Surface forces – Shear stress, pressure, surface tension
 Body forces – Gravity, centrifugal or electromagnetic etc
 Energy is Conserved
 Rate of change of energy = Neat heat flux + work done by body and surface forces
3
26-Feb-2009 Training on Mesh Generation
4
©ZeusNumerixPvtLtd:ConfidentialDocument
The Equations
 Equations in Conservation form (Differential)
4
Similarly for
y and z direction
26-Feb-2009 Training on Mesh Generation
𝜕𝜌
𝜕𝑡
+ ∇ ⋅ 𝜌𝐕 =0
5
©ZeusNumerixPvtLtd:ConfidentialDocument
Conservation and Non-Conservation Forms
 Conservation Form
 Easy to code as all equations look similar
 More physical as “can be simply stated in English”
 Primary variable are calculated from the flux variables
 Captures the shock; (shock produced by solution)
 Non-Conservation Form
 Equation given above are expanded
 Has a shock fitting approach; solution is a forethought i.e. shock location must be
approximately known
 Captures the shock better
 There have been instances where shock fitting and capturing methods have been
used with either forms
5
26-Feb-2009 Training on Mesh Generation
6
©ZeusNumerixPvtLtd:ConfidentialDocument
Integral Form of Equations
 Conservation form
 F, G, H are similar
 S depends on the type of flow solved
6
26-Feb-2009 Training on Mesh Generation
𝑈 =
𝜌
𝜌𝑢
𝜌𝑣
𝜌𝑤
𝜌𝐸
𝐹 =
𝜌𝑢
𝜌𝑢2 + 𝑝
𝜌𝑢𝑣 + 𝑝
𝜌𝑢𝑤 + 𝑝
𝜌𝐸 + 𝑝 𝑢
7
©ZeusNumerixPvtLtd:ConfidentialDocument
Difference
 Differential means the function is continuous
 Not able to capture physical discontinuities like shock wave
 Integral form there is called more fundamental
 Integral form means that if we were to add up the properties in the whole domain
there will be an equilibrium
 Does not assume if quantities are a part of continuous function or discontinuous
7
26-Feb-2009 Training on Mesh Generation
8
©ZeusNumerixPvtLtd:ConfidentialDocument
Completing the Loop
 The number of equations is FIVE
 Assuming calorically perfect gas E=CvT
 Number of unknowns
 ρ, u, v, w, p, T
 Hence the thermal equation of state is used for closure
 p= ρRT
 R is the Gas Constant
 Please remember that the above equation was not used in incompressible flow
8
26-Feb-2009 Training on Mesh Generation
9
©ZeusNumerixPvtLtd:ConfidentialDocument
Equation Types
 Eigen values are calculated using the coefficients of the equations
 In case the Eigen values of the equations are
 Real and distinct – equation is Hyperbolic
 Real and Zero – equation is Parabolic
 Imaginary – equation is elliptic
 Characteristic lines are curves where slope of dependent variable is indeterminant
 Slope of the characteristic line can be real, zero or imaginary making the equations
Hyperbolic, parabolic or elliptic
9
26-Feb-2009 Training on Mesh Generation
10
©ZeusNumerixPvtLtd:ConfidentialDocument
Equations
 Hyperbolic
 Disturbance propagates from domain of dependence (Brown) to range of influence (Gray)
 Characteristics APC and BPD
10
P
C
D
B
A
26-Feb-2009 Training on Mesh Generation
11
©ZeusNumerixPvtLtd:ConfidentialDocument
Mach Cone
 Supersonic flow means signal does not travel in all directions
 Signal does not reach upstream
11
Zone of Silence
Mach Cone
Motion
Zone of Silence
26-Feb-2009 Training on Mesh Generation
12
©ZeusNumerixPvtLtd:ConfidentialDocument
Equations
 Parabolic – Effect travels through one direction only
 Elliptic – Effect travels in all directions
 For complex equations like Navier Stokes the behavior may be mixed
 Examples
 Supersonic inviscid flow – hyperbolic
 Subsonic inviscid flow – elliptic
 Boundary layer flow – parabolic
 Scheme that works for one set fails for another
12
26-Feb-2009 Training on Mesh Generation
13
©ZeusNumerixPvtLtd:ConfidentialDocument
The Time Marching
 Supersonic blunt body problem
 Flow inside blue circle is subsonic
 At other places supersonic
 Problem is elliptic in circle & hyperbolic outside
 First technique to make problem hyperbolic
 Introduce time derivative in steady problem
 March in time to ‘reach’ at steady state
 Most widely used method (Finite Volume)
 Marching explicit or implicit (next lecture)
13
26-Feb-2009 Training on Mesh Generation
14
©ZeusNumerixPvtLtd:ConfidentialDocument
The Wave Theory
 Flow is traveling of waves
 Slope of the wave matters
14
X
Time
i i+1 i+2 i+3 i+4 i+5 i+6
n+4
n+3
n+2
n+1
n
Area of physical domain
covered
26-Feb-2009 Training on Mesh Generation
15
©ZeusNumerixPvtLtd:ConfidentialDocument
CFL Condition
 Stencil are the points used for simulation of flow
 In case below it is i(n), i+1(n) and i(n+1)
 For stable simulation Numerical domain must be greater than physical domain
 Δt = CFL * Δx/Wave speed (CFL acts as a factor of safety)
15
Numerical domain of
dependence
True domain
of dependence
True wave
direction
i i+1
26-Feb-2009 Training on Mesh Generation
16
©ZeusNumerixPvtLtd:ConfidentialDocument
Schemes
 Problems in CFD can be finally simplified to
 dU/dt +dF/dx = 0
 Method of solving for [F] is called a scheme
 Flux vector splitting schemes
 Equations contains waves that travel in forward and backward direction
 Flux vector split in such a fashion that waves are split in forward moving and backward
moving
 Solved independently to get solution
 Van Leer scheme – M = M++M-
 Steger Warming Method – Λ = Λ++Λ-
 van Leer better at sonic points as M is second derivative
16
26-Feb-2009 Training on Mesh Generation
17
©ZeusNumerixPvtLtd:ConfidentialDocument
Schemes
 Flux vector splitting schemes are diffusive and do not capture boundary layer
properly
 Easy to code with faster turn around time
 Roe Averaged – solves a local Reimann problem and give better result at boundary
layer but produces expansion shock
 Entropy Fix Roe – Forced condition put on such that Entropy never decreases
 AUSM – Combines the goodness of flux vector splitting schemes and Roe type
schemes
 Has many modifications for time decrease or better performance
17
26-Feb-2009 Training on Mesh Generation
18
www.zeusnumerix.com
+91 72760 31511
Abhishek Jain
abhishek@zeusnumerix.com
Thank You !

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CFD Lecture (4/8): Compressible Flow- Basics

  • 1. 1Built-to-Spec | Product Approval | Engineering Services | Software Development Compressible Flow: Basics Treatment of Compressible Flow in CFD
  • 2. 2 ©ZeusNumerixPvtLtd:ConfidentialDocument Overview  Conservation Laws  Conservation form of equations  Governing equations: Hyperbolic  The Wave theory: CFL Condition  Schemes and their types  Eigen values  Boundary conditions 2 26-Feb-2009 Training on Mesh Generation
  • 3. 3 ©ZeusNumerixPvtLtd:ConfidentialDocument Conservation Laws  Mass is Conserved  Net mass flowing out of the system = Net mass decreased in the system  Momentum is Conserved  Rate of change of momentum = Momentum transfer through the surfaces – Forces (surface and body)  Surface forces – Shear stress, pressure, surface tension  Body forces – Gravity, centrifugal or electromagnetic etc  Energy is Conserved  Rate of change of energy = Neat heat flux + work done by body and surface forces 3 26-Feb-2009 Training on Mesh Generation
  • 4. 4 ©ZeusNumerixPvtLtd:ConfidentialDocument The Equations  Equations in Conservation form (Differential) 4 Similarly for y and z direction 26-Feb-2009 Training on Mesh Generation 𝜕𝜌 𝜕𝑡 + ∇ ⋅ 𝜌𝐕 =0
  • 5. 5 ©ZeusNumerixPvtLtd:ConfidentialDocument Conservation and Non-Conservation Forms  Conservation Form  Easy to code as all equations look similar  More physical as “can be simply stated in English”  Primary variable are calculated from the flux variables  Captures the shock; (shock produced by solution)  Non-Conservation Form  Equation given above are expanded  Has a shock fitting approach; solution is a forethought i.e. shock location must be approximately known  Captures the shock better  There have been instances where shock fitting and capturing methods have been used with either forms 5 26-Feb-2009 Training on Mesh Generation
  • 6. 6 ©ZeusNumerixPvtLtd:ConfidentialDocument Integral Form of Equations  Conservation form  F, G, H are similar  S depends on the type of flow solved 6 26-Feb-2009 Training on Mesh Generation 𝑈 = 𝜌 𝜌𝑢 𝜌𝑣 𝜌𝑤 𝜌𝐸 𝐹 = 𝜌𝑢 𝜌𝑢2 + 𝑝 𝜌𝑢𝑣 + 𝑝 𝜌𝑢𝑤 + 𝑝 𝜌𝐸 + 𝑝 𝑢
  • 7. 7 ©ZeusNumerixPvtLtd:ConfidentialDocument Difference  Differential means the function is continuous  Not able to capture physical discontinuities like shock wave  Integral form there is called more fundamental  Integral form means that if we were to add up the properties in the whole domain there will be an equilibrium  Does not assume if quantities are a part of continuous function or discontinuous 7 26-Feb-2009 Training on Mesh Generation
  • 8. 8 ©ZeusNumerixPvtLtd:ConfidentialDocument Completing the Loop  The number of equations is FIVE  Assuming calorically perfect gas E=CvT  Number of unknowns  ρ, u, v, w, p, T  Hence the thermal equation of state is used for closure  p= ρRT  R is the Gas Constant  Please remember that the above equation was not used in incompressible flow 8 26-Feb-2009 Training on Mesh Generation
  • 9. 9 ©ZeusNumerixPvtLtd:ConfidentialDocument Equation Types  Eigen values are calculated using the coefficients of the equations  In case the Eigen values of the equations are  Real and distinct – equation is Hyperbolic  Real and Zero – equation is Parabolic  Imaginary – equation is elliptic  Characteristic lines are curves where slope of dependent variable is indeterminant  Slope of the characteristic line can be real, zero or imaginary making the equations Hyperbolic, parabolic or elliptic 9 26-Feb-2009 Training on Mesh Generation
  • 10. 10 ©ZeusNumerixPvtLtd:ConfidentialDocument Equations  Hyperbolic  Disturbance propagates from domain of dependence (Brown) to range of influence (Gray)  Characteristics APC and BPD 10 P C D B A 26-Feb-2009 Training on Mesh Generation
  • 11. 11 ©ZeusNumerixPvtLtd:ConfidentialDocument Mach Cone  Supersonic flow means signal does not travel in all directions  Signal does not reach upstream 11 Zone of Silence Mach Cone Motion Zone of Silence 26-Feb-2009 Training on Mesh Generation
  • 12. 12 ©ZeusNumerixPvtLtd:ConfidentialDocument Equations  Parabolic – Effect travels through one direction only  Elliptic – Effect travels in all directions  For complex equations like Navier Stokes the behavior may be mixed  Examples  Supersonic inviscid flow – hyperbolic  Subsonic inviscid flow – elliptic  Boundary layer flow – parabolic  Scheme that works for one set fails for another 12 26-Feb-2009 Training on Mesh Generation
  • 13. 13 ©ZeusNumerixPvtLtd:ConfidentialDocument The Time Marching  Supersonic blunt body problem  Flow inside blue circle is subsonic  At other places supersonic  Problem is elliptic in circle & hyperbolic outside  First technique to make problem hyperbolic  Introduce time derivative in steady problem  March in time to ‘reach’ at steady state  Most widely used method (Finite Volume)  Marching explicit or implicit (next lecture) 13 26-Feb-2009 Training on Mesh Generation
  • 14. 14 ©ZeusNumerixPvtLtd:ConfidentialDocument The Wave Theory  Flow is traveling of waves  Slope of the wave matters 14 X Time i i+1 i+2 i+3 i+4 i+5 i+6 n+4 n+3 n+2 n+1 n Area of physical domain covered 26-Feb-2009 Training on Mesh Generation
  • 15. 15 ©ZeusNumerixPvtLtd:ConfidentialDocument CFL Condition  Stencil are the points used for simulation of flow  In case below it is i(n), i+1(n) and i(n+1)  For stable simulation Numerical domain must be greater than physical domain  Δt = CFL * Δx/Wave speed (CFL acts as a factor of safety) 15 Numerical domain of dependence True domain of dependence True wave direction i i+1 26-Feb-2009 Training on Mesh Generation
  • 16. 16 ©ZeusNumerixPvtLtd:ConfidentialDocument Schemes  Problems in CFD can be finally simplified to  dU/dt +dF/dx = 0  Method of solving for [F] is called a scheme  Flux vector splitting schemes  Equations contains waves that travel in forward and backward direction  Flux vector split in such a fashion that waves are split in forward moving and backward moving  Solved independently to get solution  Van Leer scheme – M = M++M-  Steger Warming Method – Λ = Λ++Λ-  van Leer better at sonic points as M is second derivative 16 26-Feb-2009 Training on Mesh Generation
  • 17. 17 ©ZeusNumerixPvtLtd:ConfidentialDocument Schemes  Flux vector splitting schemes are diffusive and do not capture boundary layer properly  Easy to code with faster turn around time  Roe Averaged – solves a local Reimann problem and give better result at boundary layer but produces expansion shock  Entropy Fix Roe – Forced condition put on such that Entropy never decreases  AUSM – Combines the goodness of flux vector splitting schemes and Roe type schemes  Has many modifications for time decrease or better performance 17 26-Feb-2009 Training on Mesh Generation