collaborative fluid dynamics research: porous media ... · pdf filecollaborative fluid...
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Collaborative Fluid Dynamics Research: Porous Media,
Microfluidics, and BioFlowsOU Supercomputing Symposium
Oct. 7, 2009Willy Duffle, Jesse Haubrich, Chris Kiser, Grant Armstrong, Andrew Baker, Daniel Atkinson, Andrew Henderson, Lamar
Williams, Tim Handy, and Evan LemleyDepartment of Engineering and Physics
University of Central Oklahoma
Dimitrios Papavassiliou, Henry Neeman, Ed O'RearUniversity of Oklahoma
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OverviewBackgroundSimulations
Flow Through Porous Media (FTPM)Flow in Junctions/MicrojunctionsMicroelbowsEntrance Length in Microtubes
ExperimentalMillijunctionsBioScaffoldsRenal Artery AneurysmMicrotubes
Future Directions
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Applications
Flow in microfluidic flow networks and flow in porous networks are of interest in many engineering applications.Applications include porous media, micropower generation, biomedical, computer chips, chemical separation processes, microvalves, micropumps, and microflow sensorsYanuka, M., Dullien, F.A.L., and D.E. Elrick, 1986, “Percolation Processes And Porous Media I. Geometrical And Topological Model Of Porous Media Using A ThreeDimensional Joint Pore Size Distribution,” J.Colloid Interface Sci., 112, pp. 2441.
Lee, W.Y., Wong, M., and Zohar, Y., 2002, “Microchannels in Series Connected Via a Contraction/expansion Section”, J. Fluid Mech., 459, pp.187206.
Judy, J., Maynes, D., and Webb, B.W., 2002, “Characterization of Frictional Pressure Drop for Liquid Flows Through Microchannels,” Intl. J. Heat Mass Trans., 45, pp.34773489.
Flow in these applications is usually laminarGraveson, P., Branebjerg, J., and Jensen, O.S., 1993, “Microfluidics a Review,” J. Micromech. Microeng., 3, pp.168182.
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Porous Media
Highly porous magnesian limestone. (www.dawntnicholson.org.uk)
Microfluidic Devices
Microfluidic Valve Structure. (http://www.cchem.berkeley.edu/sjmgrp/people/boris/boris.htm)
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Artificial Porous Media
Packed Beds, Gas and Liquid FiltersSphere sizes m to cmHoldup for chemical reaction, thermal processing, or filtering
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Basics of Porous MediaLow Speed Flow – Darcy's Law
High Speed Flow – Forscheimer's Law
Packed Beds – Ergun's Equation (empirical)
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Flow Through Porous MediaCollaborative Effort with Dimitrios Papavassiliou and Henry Neeman from OU (began Fall 2004)Simulation of Flow of Fluids through Porous MediaCode FTPM – Flow Through Porous Media. Solves for velocity and pressure at pore junctions in a randomly generated pore network.
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Flow Network Analysis
Design and Analysis of networks depends on knowledge of flow and energy losses in arbitrary branches.No systematic studies to generalize these bifurcations
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Porous Network Simulator (Collaboration with Univ. of Oklahoma)
3D Monte Carlo networks from normal, beta, or empirical distribution (pore size pdf)Coordination Number (1, 2, 3)number of pores enteringand leaving a junction ± 90˚
Projection on the xy plane of a 3D network that has 200 entry points at x=0, porosity equal to 10% and a range of ±60˚ relative to the x axis and ±30˚ relative to the y axis.
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FTPM Results
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FTPM ResultsForchheimer Coefficient versus Permeability Comparison
of Simulation to Empirical Results
1.E+06
1.E+08
1.E+10
1.E+12
1.E+14
1.E+16
1.E+18
1.E17 1.E15 1.E13 1.E11
Permeability (m2)
Forc
hhei
mer
Coe
ffic
ient
(m
1)
Sandstone Data of Jones
Simulation Results (Porosity 7.3% 24.8%)
Power (Sandstone Data of Jones )Power (Simulation Results (Porosity 7.3% 24.8%))
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LiteratureT's and Y's – limited configurations and most are for turbulent flowBasset, M.D., Winterbone, D.E., and Pearson, R.J., 2001, “Calculation of Steady Flow Pressure Loss Coefficients for Pipe Junctions,” Proc. Instn. Mech. Engrs., Part C, Journal of Mechanical Engineering Science, 215 (8), pp. 861881 .
W.H. Hager, 1984, “An Approximate Treatment of Flow in Branches and Bends,” Proc. Instn. Mech. Engrs., Part C, Journal of Mechanical Engineering Science, 198(4) pp. 639.
Blaisdell, F.W., and Manson, P.W., 1967, “Energy loss at pipe junctions,” J. Irrig. and Drainage Div., ASCE, 93(IR3), pp. 5978.
Schohl, G.A., 2003, “Modeling of Tees and Manifolds in Networks,” Proceedings of the 4th ASME/JSME Joint Fluids Engineering Conference, 2, Part D, pp. 27792786.
Bassett, M.D., Pearson, R.J., and Winterbone, D.E., 1998, “Estimation of Steady Flow Loss Cofficients for Pulse Converter Junctions in Exhaust Manifolds,” IMechE Sixth International Conference on Turbocharging and Air Management Systems, IMechE HQ, London, UK, C554/002, pp.209218.
Ruus, E., 1970, “Head Losses in Wyes and Manifolds,” J. Hyd. Div., ASCE, 96(HY3), 593608.
Laminar loss coefficients and elbows, reductions, contractions – much larger loss coefficients than turbulent case – strong dependence on Reynold's number.Edwards, M.F., Jadallah, M.S.M., and Smith, R., 1985, “Head Losses in Pipe Fittings at Low Reynolds Numbers,” Chem. Engr. Res. Des., 63(1), pp. 4350.
Importance of roughness at microscale
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Problem Description
Stagnation Loss Coefficient
Parameters:d
2/d
1, d
3/d
1
2 and
3
f2 (this sets f
3) – (why? other literature and possibility
of simulations where this is unknown initially)
K 2=[ p1
u12
2 − p2
u22
2 ]u1
2
2
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Automation of Geometry Generation and CFD Runs
Custom Code was written to:(a) create GAMBIT journal files that instantiate the desired geometry based on existing 2D geometries.(c) create a script that loads journal files into GAMBIT and meshes(d) create all necessary preprocessing files for FLUENT.(e) create postprocessing files for FLUENT results and to tabulate results for a complete set of runs
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Solution Methodology2D Geometry GeneralizationL
1 = 5 d
max
L2 and L
3 = 10d
max
If d2>d
avg,
then r2=3d
2;
else r2=2d
2
If d3>d
avg,
then r3=3d
3;
else r3=2d
3
r4 = d
max/2
Generalized Geometrylarger and smaller outlet ducts ; 2Dim. 3Dim are underwayavoid sharp edges ; 5 – 90 degrees for angles
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3D Geometry – Mark I
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Simulation ParametersRe
D was maintained at constant value at the
inlet ductd
1 was 30 microns. The fluid was chosen to be liquid
water at 20˚C. The inlet flow velocity, u1, was set to
0.5 m/s giving a Reynolds number of 15Le
D = 0.06Re
D D gives 0.9 D for Re
D = 15
FLUENT output files contain surface averaged static pressure and magnitude of flow velocity at duct crosssections at the duct inlets and exits.
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Duct Inlet/Outlets
Duct inlet and exit sections considered to be where geometry of duct is the same as the downstream portion for outlets and upstream portion for inlet.
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Mesh Automation
Mesh was set to 1/4 of smallest ductTetrahedral MeshLarge number of tests to assess ability to generalize the mesh (1/4 factor determined in this manner)Some testing to verify no change in results with change in mesh size.Inlet was specified as velocity inletOutlets were outflow boundaries – allowed specification of flow fraction
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Numerical Methods
Finite Volume solution of integral Navier StokesSteadyState 3DImplicitSIMPLE for pressure velocity coupling1st order upwind scheme of momentum discretizationMax number of iterationsConvergence criterion = 0.1%
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Parameter Values
d2/d
1 and d
3/d
1 = 0.5, 1.0, 1.5
f2 = 0.1, 0.3, 0.5, 0.7, 0.9
2 and
3 = 5˚, 25˚, 45˚, 65˚, 85˚
600 runs attempted – 475 completed (geometry issues on remainder)Suite of C++ procedures to create geometries, input files, read and collate resultsCreate GAMBIT script to create geometriesCreate input files for GAMBIT and FLUENTRead results files for static pressures and velocities averaged over surfaces in and out of junctions.
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Fluent Resultf2 = 0.1, d2/d1 = 0.5, 2 = 5˚, d3/d1 = 0.5, and 3 = 45˚θ θ
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f2 = 0.1, 2=45°, 3=45°, d2/d1=0.5, d3/d1=1.5.θ θ
K2 = 5.47
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f2 = 0.3, 2=65°, 3=45°, d2/d1=0.5, d3/d1=1.5.θ θ
K2 = 11.6
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f2 = 0.5, 2=65°, 3=45°, d2/d1=0.5, d3/d1=1.5.θ θ
K2 = 18.4
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f2 = 0.7, 2=65°, 3=45°, d2/d1=0.5, d3/d1=1.5.θ θ
K2 = 25.7
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2D vs. 3D Differences
K 2 v a l u e s f o r d 2 / d 1 = 0 . 5 , d 3 / d 1 = 0 . 5 , θ 3 = 5 d e g r e e s
0
5
1 0
1 5
2 0
2 5
3 0
3 5
4 0
4 5
5 0
0 2 0 4 0 6 0 8 0 1 0 0
θ 2 ( d e g r e e s )
K2
f 2 = 0 . 1 3 D f 2 = 0 . 5 3 D f 2 = 0 . 9 3 Df 2 = 0 . 1 2 D f 2 = 0 . 5 2 D f 2 = 0 . 9 2 D
K 2 v a l u e s f o r d 2 / d 1 = 0 . 5 , d 3 / d 1 = 1 . 5 , θ 3 = 4 5 d e g r e e s
0
0 . 5
1
1 . 5
2
2 . 5
3
3 . 5
4
4 . 5
5
0 2 0 4 0 6 0 8 0 1 0 0
θ 2 ( d e g r e e s )K
2
f 2 = 0 . 1 3 D f 2 = 0 . 5 3 D f 2 = 0 . 9 3 Df 2 = 0 . 1 2 D f 2 = 0 . 5 2 D f 2 = 0 . 9 2 D
[ k 23D
k 22D ]average
=1.55 std. dev. = 0.45k 2=
p /u1
2/2
−u2
2
u121
pressure effects kinetic energy effects
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3D Mark II Junction
Junction Without Surface Fills Junction With Surface Fills
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Initial Simulations – 3D Mark IISmall batchComparable results to original 3D runs
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Pipe Mesh Testing
Database Interface
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Pipe Mesh Testing
Flowaligned hex coreVaried axial and radial spacingMySQL results databaseAutomatedResults database easy to setup for junction runs
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Pipe Mesh Testing
“Bell Shaped” Axial Spacing
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Pipe Mesh Testing
Uniform Axial Spacing
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Entrance Length in Microtubes
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Entrance Length Results
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Entrance Length Results
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Loss Coefficients in Microelbows
K= p
12V 2
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Microelbow Loss Coefficients
K= p
12V 2
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Millijunction Experiments
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Data Acquisition
Jesse Haubrich
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Collecting Data
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Basic StampPassive FilterPressure SensorsFlow SensorsPython Interface
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100 10000.00E+00
5.00E+02
1.00E+03
1.50E+03
2.00E+03
2.50E+03
3.00E+03
3.50E+03
4.00E+03
4.50E+03
Re1
K
100 10000.00E+00
1.00E+02
2.00E+02
3.00E+02
4.00E+02
5.00E+02
6.00E+02
7.00E+02
Re1
K
Loss Coefficient Experimental Results
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Using Network Simulations to Understand NonDarcy Flow
Objectives
Develop an algorithm to create, mesh, and perform CFD on
simplified models of real porous media networks.
Equal number of entry and exit pores (no splits)
90° elbows only
No overlap of pores within media
Compare results of CFD to FTPM and empirical data in literature.
Modify algorithm to allow for complex models of real porous media.
Splits with arbitrary angles
Overlaps
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Using Network Simulations to UnderstandNonDarcy Flow
Implementation of Objectives
Use custom codes to extract FTPM networks from code
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Using Network Simulations to Understand NonDarcy Flow
Implementation of Objectives
Use Solidworks to create network designs
90° elbows
Phase 1
No overlapping
Phase 2
Arbitrary angles
Possible overlaps
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Using Network Simulations to Understand NonDarcy Flow
Implementation of Objectives
Use Gambit to mesh networks
Close up of 90° elbow Close up of arbitrary junction
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Using Network Simulations to Understand NonDarcy Flow
Implementation of Objectives
Use Fluent (CFD) to obtain κ and β from pressure and velocity data
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Bio-Scaffold Testing
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Top Bottom
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Renal Artery Aneurysm Experiments
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AcknowledgmentsThe Office of Research and Grants at the University of Central Oklahoma is acknowledged for support of this research.The Donors of The Petroleum Research Fund, administered by the American Chemical Society, are also be acknowledged for support of this research through grant PRF# 47193B9.National Science Foundation EPSCoR Research Opportunity Award Program