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Coupling of a LPT and a VOF Simulation Holger Grosshans 16.2.2011
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Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

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Page 1: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Coupling of a LPT and a VOF Simulation

Holger Grosshans16.2.2011

Page 2: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

Contents

• Spray Regimes

• Numerical Methods and Governing Equations

• VOF – LPT coupling

• Results and Conclusions

Page 3: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

Spray Regimes

dilute spray

Intact liquid core

dense spray

Page 4: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

Spray Regimes

Intact Liquid core and dense spray :

• low spacing between droplets

• Droplet is influenced by turbulence created by preceding droplets

• Turbulent structures created by droplets need to be resolved

Dilute spray :

• High spacing between droplets

• Flow is consifered to be undisturbed

• Turbulent structures created by spray needs to be resolved

Page 5: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

Spray Regimes

Intact Liquid core and dense spray :

• Liquid structures are irregular

• High liquid volume fraction

• Large liquid structures

Dilute spray :

• Droplets can be considered spherical

• neglectable liquid volume fraction

• Small droplets

Volumes of Fluids Lagrangian Particle Tracking

Page 6: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

Volumes of Fluids

• Gas and liquid described in Eulerian framework :

• Transport equation for the volume fraction :

( α = 1 for liquid, α = 0 for gas )

Page 7: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

Lagrangian Particle Tracking

• Gas described in Eulerian framework :

• Dispersed liquid described in Lagrangian framework– Momentum exchange modeled by two-way coupling– Bag and stripping breakup regime modeled– Evaporation model included

Page 8: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling

• VOF-LPT coupling has been done recently as a one-to-one approach [Tomar et al., Multiscale simulations of primary atomization, 2010] :

• To increase computational efficiency, here a statistical approach is chosen.

Page 9: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• Spray and coupling layer

Page 10: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• Cell ID field initialized with 0

Page 11: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• Loop over cells with ID '0'

• If α = 0 → ID = -1

Page 12: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• Loop over cells with ID '0'

• If α > 0 → ID = 'new droplet ID'

Page 13: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• Loop over neighbour cells

• If α > 0 → ID = 'new droplet ID'

• If α = 0 → ID = -1

Page 14: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• Loop over cells with ID '0'

• If α = 0 → ID = -1

Page 15: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• Identified droplet area

Page 16: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• Identification of droplet volume

Page 17: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• Liquid Volume crossing the coupling layer in the current timestep :

Page 18: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• Connected liquid volume over several timesteps :

t t + 1

Page 19: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet identification

• The same procedure as for V is performed for various other droplet parameters

• A equivalent spherical droplet is determined from the irregular liquid structure

• Statistical distributions of this parameters are created

Page 20: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet injection

• Four parameters need to be defined at droplet injection :

– Radius– Axial velocity– Radial velocity– Radial position

• Are these parameters independent ???

Page 21: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet injection

• Radial position is correlated to axial velocity

• 3 Monte-Carlo Simulations are performed to define

– Radius– Axial velocity– Radial velocity

• Radial position is linearly derived from axial velocity

Page 22: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet injection

• LPT simulation uses the stochastical parcel method :One parcel represents a number of droplets of the same characteristics.

• The less droplets a parcel contains, the better is the resolution of the droplet distribution

• Most interesting processes :– Gas-liquid momentum exchange– Droplet evaporation

• Both depending on the droplet mass.

Resolution is chosen to be the best for the droplets that represent the most liquid mass.

Page 23: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet injection

• Droplet diameter pdf is extracted from the VOF simulation: f(D)

Page 24: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet injection

• Droplet diameter pdf is extracted from the VOF simulation: f(D)

• f(D) is scaled by the droplet mass:

Page 25: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet injection

• Droplet diameter pdf is extracted from the VOF simulation: f(D)

• f(D) is scaled by the droplet mass:

• g(D) is integrated andnormalized:

Page 26: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet injection

• Droplet diameter pdf is extracted from the VOF simulation: f(D)

• f(D) is scaled by the droplet mass:

• g(D) is integrated andnormalized:

• h(D) is inverted and a whitenoise is applied:

Page 27: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

VOF–LPT coupling - droplet injection

• Injected droplet distribution converges to f(D).

• Same procedure for axialand radial velocity.

Page 28: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

Results

Page 29: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

Results

• Example distribution at the coupling layer :

Page 30: Coupling of a LPT and a VOF Simulation - Strömningsteknik€¦ · Lund university / Division of Fluid Mechanics / 16.2.2011 ... Lund university / Division of Fluid Mechanics / 16.2.2011

Lund university / Division of Fluid Mechanics / 16.2.2011

Conclusions

accuracy

computational effort

LPT

VOF

LPT-VOFstatistically

LPT-VOF1 to 1