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Compressibility of Nanoconfined Fluids:Relating Atomistic Modelingto Ultrasonic Experiments
Gennady Gor
Department of Chemical and Materials EngineeringNew Jersey Institute of Technology
Newark, NJ, USA
E-mail: [email protected]: http://porousmaterials.net
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 1 / 22
Acknowledgments
Max Maximov4th year Ph.D.student
Chris DobrzanskiPh.D. (2020)Currently: NJIT
Nick CorrenteBS (2019)Currently: Ph.D.student at Rutgers
Prof. Boris GurevichGeophysicsCurtin University,Australia
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 2 / 22
Motivation & Potential Industrial Needs
ExxonMobil Research & Engineering CompanyIndustrial need: exploration and development of unconventionalhydrocarbons (shale gas, shale oil)One of the key difference with conventional hydrocarbonsNanoporous system with hydrocarbons in adsorbed state
Loucks, R. G.; Reed, R. M.; Ruppel, S. C. & Jarvie, D. M. J. Sediment. Res., 2009, 79, 848-861.
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 3 / 22
Wave Propagation in an Elastic Medium
Seismic waves – characterization of geological formationsSonic/utrasonic waves – characterization of rock samples
Longitudinal waves↔ longitudinal modulus M
M = ρv2M (1)
Transverse waves↔ shear modulus G
G = ρv2G (2)
Image from https://chrisplouffe.comG. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 4 / 22
Properties of Fluid-Saturated Porous Media
K =M − 4
3G (3)
K = f (Ks,K0,Kf) (4)
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 5 / 22
Properties of Composite and its Constituents
Fluid does not affect the shear modulus Gf = 0⇒ G = G0
Gassmann’s equation (low frequency limit of Biot’s theory):
K = K0 +
(1− K0
Ks
)2
φKf
+ (1−φ)Ks− K0
K2s
, (5)
Experimentally measured quantity: the longitudinal modulus M
M =M0 +(Ks −K0)
2Kf
φK2s + [(1− φ)Ks −K0]Kf
. (6)
Derived for “classical” macroporous media (Gassmann, 1951)Does it work for nanoporous media?
Gassmann, F. Uber die Elastizitat poroser Medien Viertel. Naturforsch. Ges. Zurich, 1951, 96, 1-23Biot, M. A. J. Acoust. Soc. Am., 1956, 28, 168-178
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 6 / 22
Experiments on Saturated Nanoporous Media
Gas adsorption + Ultrasound on Nanoporous Vycor glass
PulseModulator
Receiver
Oscilloscope
t T p
m
Schematic for the experimental setup from: Warner, K. L.; Beamish, J. R. J. Appl. Phys. 1988, 63, 4372-4376.Dobrzanski, C. D.; Gurevich, B.; Gor, G. Y. Appl. Phys. Rev., 2020, submitted
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 7 / 22
Experimental Data: Density and Velocities (N2 at 77 K)
0.00 0.25 0.50 0.75 1.00
p/p0
0.000
0.001
0.002
0.003
0.004
0.005
n/m
[mol/g
]
Volumetric
0.0 0.2 0.4 0.6 0.8 1.0p/p0
0.94
0.96
0.98
1.00
v/v
0
Longitudinal
Transverse
0.0 0.2 0.4 0.6 0.8 1.0p/p0
−0.01
0.00
0.01
0.02
0.03
0.04
∆G/G
0
Volumetric
0.0 0.2 0.4 0.6 0.8 1.0p/p0
−0.01
0.00
0.01
0.02
0.03
0.04
∆M/M
0
Ultrasonic
Volumetric
Warner, K. L.; Beamish, J. R. J. Appl. Phys. 1988, 63, 4372-4376.
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 8 / 22
Experimental Data: Other Fluids
Argon at 87 K
0.0 0.2 0.4 0.6 0.8 1.0Relative Pressure p/p0
16.8
17.0
17.2
17.4
17.6
17.8
18.0
Lon
gitu
dina
lMod
ulus
M(G
Pa)
expt. adsorptionexpt. desorption
6.2
6.4
6.6
6.8
7.0
7.2
7.4
Shea
rM
odul
usG
(GPa
)
Hexane at 298 K
0.0 0.2 0.4 0.6 0.8 1.0p/p0
0.00
0.02
0.04
0.06
∆M/M
0Shear modulus does not appreciably changeLongitudinal modulus changes at capillary condensation andcontinues to change beyond it
Page, J.H., Liu, J., Abeles, B., Herbolzheimer, E., Deckman, H.W. and Weitz, D.A., Phys. Rev. E, 1995, 52(3), 2763.Schappert, K. and Pelster, R., EPL (Europhysics Letters), 2014, 105(5), 56001.
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 9 / 22
Experimental Data vs Gassmann Equation
K0,Ks,Kbulkf , φ→ K orM
0.0 0.2 0.4 0.6 0.8 1.0p/p0
�0.01
0.00
0.01
0.02
0.03
0.04�
M/M
0
Ultrasonic
Volumetric
Bulk
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 10 / 22
Experimental Data vs Gassmann Equation
Argon at 87 K
0.0 0.2 0.4 0.6 0.8 1.0Relative Pressure p/p0
16.8
17.0
17.2
17.4
17.6
17.8
18.0
Lon
gitu
dina
lMod
ulus
M(G
Pa)
expt. adsorptionexpt. desorptionKf(0), Ks(EMT)
Kf(0), Ks(AD)
Hexane at 298 K
0.0 0.2 0.4 0.6 0.8 1.0Relative Pressure p/p0
19.0
19.2
19.4
19.6
19.8
20.0
20.2
Lon
gitu
dina
lMod
ulus
M(G
Pa)
expt. adsorptionexpt. desorptionKf(0), Ks(EMT)
Kf(0), Ks(AD)
The modulus changes with the vapor pressure pEven at p = p0 the modulus of saturated sample differs from themodulus of the bulk-fluid saturated sample
Page, J.H., Liu, J., Abeles, B., Herbolzheimer, E., Deckman, H.W. and Weitz, D.A., Phys. Rev. E, 1995, 52(3), 2763.Schappert, K. and Pelster, R., EPL (Europhysics Letters), 2014, 105(5), 56001.
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 11 / 22
Calculating Fluid Modulus from Molecular Simulation
Bulk (adiabatic) modulus and isothermal modulus: Kf = γKTf
Isothermal modulus and isothermal compressibility: KTf = 1/βT
Isothermal compressibility (definition):
βT ≡ − 1
V
(∂V
∂P
)T,N
Fluctuations of number of particles in the grand canonicalensemble (µ, V , T )
βT =V 〈δN2〉kBT 〈N〉2
Bratko, D.; Curtis, R.; Blanch, D.; and Prausnitz, J. J. Chem. Phys. 2001, 115, 3873-3877.Coasne, B.; Czwartos, J.; Sliwinska-Bartkowiak, M.; Gubbins, K. E. J. Phys. Chem. B, 2009, 113, 13874.Strekalova, E.G., Mazza, M.G., Stanley, H.E. and Franzese, G., Phys. Rev. Lett., 2011, 106(14), 145701.
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 12 / 22
Calculating Fluid Modulus from Molecular Simulation
Lennard-Jones nitrogen, spherical silicapores, T = 77 K, LJ solid-fluid interactions,integrated spherical potentialMonte Carlo in the grand canonicalensemble (GCMC)109 equilibration moves, then 3-5 series of5× 109 moves
Interaction σ, nm ε/kB, K ns, nm−2 rcut, σff
N2-N2 0.36154 101.5 - 5.0SiO2-N2 0.317 147.3 15.3 -
Allen, M. P. & Tildesley, D. J. Computer simulation of liquids. 1987. New York: Oxford, 385.Norman, G. & Filinov, V. High Temp., 1969, 7, 216Rasmussen, C. J.; Vishnyakov, A.; Thommes, M.; Smarsly, B. M.; Kleitz, F.; Neimark, A. V. Langmuir 2010, 26, 10147-10157
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 13 / 22
Results: Adsorption Isotherms
0 0.2 0.4 0.6 0.8 1p/p0
0
0.2
0.4
0.6
0.8n∗ 2 nm
3 nm
4 nm
5 nm
6 nm
7 nm
8 nm
Maximov, M. A.; Gor, G. Y. Langmuir, 2018, 34 (51), 15650-15657 & 2020, 36 (17), 4853-4854
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 14 / 22
Results: Modulus Isotherms
0.2 0.4 0.6 0.8 1.0p/p0
0.2
0.4
0.6
0.8
1.0
KT f
(GP
a)2 nm (Eq.8)
2 nm (Eq.10)
3 nm (Eq.8)
3 nm (Eq.10)
4 nm (Eq.8)
4 nm (Eq.10)
5 nm (Eq.8)
5 nm (Eq.10)
6 nm (Eq.8)
6 nm (Eq.10)
7 nm (Eq.8)
7 nm (Eq.10)
8 nm (Eq.8)
8 nm (Eq.10)
Bulk
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 15 / 22
Results: Modulus vs Laplace Pressure
−30 −20 −10 0PL (MPa)
0.2
0.4
0.6
0.8
1.0K
T f(G
Pa)
2 nm
3 nm
4 nm
5 nm
6 nm
7 nm
8 nm
Laplace pressure: PL =RgT
Vllog
(p
p0
)(7)
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 16 / 22
Results: Comparison with Experiment
0.0 0.2 0.4 0.6 0.8 1.0p/p0
−0.01
0.00
0.01
0.02
0.03
0.04∆M/M
0Ultrasonic
Volumetric
Theory (GCMC 8 nm)
Maximov, M. A.; Gor, G. Y. Langmuir, 2018, 34 (51), 15650-15657 & 2020, 36 (17), 4853-4854
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 17 / 22
Experimental Data vs Gassmann Equation
Argon at 87 K
0.0 0.2 0.4 0.6 0.8 1.0Relative Pressure p/p0
16.8
17.0
17.2
17.4
17.6
17.8
18.0
Lon
gitu
dina
lMod
ulus
M(G
Pa)
expt. adsorptionexpt. desorptionKf(Pf), Ks(EMT)
Kf(Pf), Ks(AD)
Hexane at 298 K
0.0 0.2 0.4 0.6 0.8 1.0Relative Pressure p/p0
19.0
19.2
19.4
19.6
19.8
20.0
20.2
Lon
gitu
dina
lMod
ulus
M(G
Pa)
expt. adsorptionexpt. desorptionKf(Pf), Ks(EMT)
Kf(Pf), Ks(AD)
Gassmann equation is applicable to nanoporous mediaThe fluid modulus Kf has to be corrected for confined effects
Gor, G. Y. & Gurevich, B. Geophys. Res. Lett., 2018, 45, 146-155
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 18 / 22
Results: Modulus vs Pore Size
0.0 0.1 0.2 0.3 0.4 0.5 0.6
1/dext (nm−1)
0.2
0.4
0.6
0.8
1.0
1.2K
T f(G
Pa)
Bulk
GCMC
10.0 5.0 3.3 2.5 2.0 1.7
dext (nm)
Modulus of confined nitrogen is a linear function of reciprocal poresizeModulus in small pores is higher than in bulk by a factor of three
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 19 / 22
Physical Mechanism
Density enhancement
0 1 2 3 4 5Radial coordinate r∗
0.0
0.5
1.0
1.5
2.0
Loc
ald
ensi
tyn∗
Modulus-Pressure Equation
Solvation pressure:Pf = Psl + PL
Laplace pressure:PL = RgT/Vl log (p/p0) .
Solvation pressure (solid-fluidinteractions): Psl ∝ 1/dext
Tait-Murnaghan Equation:K(Pf) = K(0) + αPf
Gor, G. Y.; Siderius, D. W.; Rasmussen, C. J.; Krekelberg, W. P.; Shen, V. K. & Bernstein, N. J. Chem. Phys., 2015, 143, 194506Gor, G. Y.; Siderius, D. W.; Shen, V. K. & Bernstein, N. J. Chem. Phys., 2016, 145, 164505
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 20 / 22
Conclusions
Analysis of experimental data suggests that the moduli of confinedfluids differ from the bulkIsothermal compressibility (or modulus) of a confined fluid can becalculated using GCMC simulationsThe modulus is affected by the “solvation” pressure in the poreThe modulus changes logarithmically with the vapor pressureThe modulus is a linear function of the reciprocal pore size 1/dext
The results are consistent with the ultrasonic data on porousglasses saturated with nitrogen (also argon and n-hexane)The modulus of supercritical methane is affected even stronger *
* Corrente, N. J.; Dobrzanski, C. D.; & Gor, G. Y. Energy & Fuels, 2020, 34 (2), 1506-1513
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 21 / 22
References
Gor, G. Y.* “Adsorption Stress Changes the Elasticity of Liquid Argon Confined in a Nanopore”, Langmuir 2014, 30 (45),p. 13564-13569. DOI: 10.1021/la503877q
Gor, G. Y.*; Siderius, D. W.; Rasmussen, C. J.; Krekelberg, W. P.; Shen, V. K; Bernstein, N. “Relation Between Pore Sizeand the Compressibility of a Confined Fluid”, J. Chem. Phys., 2015, 143, 194506. DOI: 10.1063/1.4935430
Gor, G. Y.* Siderius, D. W.; Shen, V. K.; Bernstein, N. “Modulus-Pressure Equation for Confined Fluids” J. Chem. Phys.2016, 145, 164505. DOI: 10.1063/1.4965916
Dobrzanski, C. D.; Maximov, M. A.; Gor, G. Y.* “Effect of Pore Geometry on the Compressibility of a Confined SimpleFluid” J. Chem. Phys. 2018, 148, 054503. DOI: 10.1063/1.5008490
Gor, G. Y.*; Gurevich, B. “Gassmann Theory Applies to Nanoporous Media” Geophys. Res. Lett., 2018, 45(1), 146-155.DOI: 10.1002/2017GL075321
Maximov, M. A.; Gor, G. Y.* “Molecular Simulations Shed Light on Potential Uses of Ultrasound in Nitrogen AdsorptionExperiments” Langmuir 2018, 34(51), 15650-15657DOI: 10.1021/acs.langmuir.8b02909
Corrente, N. J.; Dobrzanski, C. D.; Gor, G. Y.* “Compressibility of Supercritical Methane in Nanopores: a MolecularSimulations Study” Energy & Fuels, 2020, 34(2), 1506-1513DOI: 10.1021/acs.energyfuels.9b03592
Dobrzanski, C. D.; Corrente, N. J.; Gor, G. Y.* “Compressibility of Simple Fluid in Cylindrical Confinement: MolecularSimulation and Equation of State Modeling” Ind. Eng. Chem. Res., 2020, 59(17), 8393-8402.DOI: 10.1021/acs.iecr.0c00693
G. Gor (NJIT) Compressibility of Confined Fluids 8/06/2020 22 / 22