thermodynamic model for prediction of phase equilibria of clathrate hydrates in the presence of...
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Thermodynamic Model for Prediction of PhaseEquilibria of Gas Hydrates in the Presence of Water-Insoluble Organic CompoundsArash Kamran-Pirzaman a b , Amir H. Mohammadi c d & Hassan Pahlavanzadeh aa Chemical Engineering Department , Faculty of Engineering, Tarbiat Modarres University ,Tehran , Iranb Chemical Engineering Department , Mazandaran University of Science and Technology ,Behshahr , Iranc Institut de Recherche en Génie Chimique et Pétrolier (IRGCP) , Paris Cedex , Franced Thermodynamics Research Unit, School of Chemical Engineering, University of KwaZulu-Natal , Durban , South AfricaAccepted author version posted online: 07 Aug 2014.
To cite this article: Arash Kamran-Pirzaman , Amir H. Mohammadi & Hassan Pahlavanzadeh (2014): Thermodynamic Model forPrediction of Phase Equilibria of Gas Hydrates in the Presence of Water-Insoluble Organic Compounds, Chemical EngineeringCommunications, DOI: 10.1080/00986445.2013.878876
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Thermodynamic Model for Prediction of Phase Equilibria of Gas Hydrates in the Presence of Water-Insoluble Organic Compounds
Arash Kamran-Pirzaman1,2, Amir H. Mohammadi3,4, Hassan Pahlavanzadeh1
1Chemical Engineering Department, Faculty of Engineering, Tarbiat Modarres
University, Tehran, Iran 2Chemical Engineering Department, Mazandaran University of Science and Technology, Behshahr, Iran 3Institut de Recherche en Génie Chimique et Pétrolier (IRGCP), Paris Cedex, France 4Thermodynamics Research Unit, School of
Chemical Engineering, University of KwaZulu-Natal, Durban, South Africa
Corresponding authors E-mail: [email protected]; [email protected].
Abstract
A thermodynamic model for the prediction of pressure – temperature phase diagrams of
structures II and H clathrate hydrates of methane, carbon dioxide, or hydrogen sulfide in
the presence of "water-insoluble" organic componds is presented. The model is based on
the equality of water fugacity in the aqueous and hydrate phases. The solid solution
theory of van der Waals – Platteeuw (vdW-P) is used for calculation of the fugacity of
water in the hydrate phase. Peng-Robinson (PR) equation of state (EoS) is employed to
calculate the fugacity of the components in the gas phase. It is assumed that the gas phase
is water and promoter free and the organic compounds do not have considerable effects
on water activity in liquid phase. The results of this model are compared to existing
experimental data from the literature. Acceptable agreement is found between the model
predictions and the investigated experimental data.
KEYWORDS: Gas hydrate, Thermodynamic model, van der Waals – Platteeuw theory,
Water-Insoluble Organic Compounds, Phase equilibria
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1. INTRODUCTION
Gas hydrates (Clathrate hydrates) are inclusion compounds, which are composed of water
and guest species (Sloan and Koh, 2008). Gas hydrates are stabilized by the guest
molecules enclathrated in the hydrogen-bonded water cages. At relatively high pressures
and low temperatures, water molecules form various crystalline structures generally
depending on the size and shape of the guest molecule(s) (Sloan and Koh, 2008).Three
common structures, I (sI), II (sII), and H (sH) are known to form, as a function of the
size and shape of the guest molecules (Sloan and Koh, 2008).sI and sII contain two types
of cavities (small and large) while sH contains three types of cavities (small, medium,
and large) (Sloan and Koh, 2008).
Recently, novel technologies (Sloan and Koh, 2008) utilizing gas hydrates have been
proposed. These clathrate structures may be used as media for the storage and
transportation of natural gas and hydrogen (Sloan and Koh, 2008; Eslamimanesh et al.
2012; Kamran-Pirzaman et al. 2012). Therefore, various experimental and theoretical
studies have been carried out determine the phase equilibrium of corresponding systems
and the capacity of gas storage in hydrate structures.
Mooijer-van den Heuvel et al. (Mooijer-van den Heuvel et al. 2000) studied the
formation of sII gas hydrates of cyclic organic compounds like tetrahydropyran (THP)
and cyclobutanone (CB). Østergaard et al. (Østergaard et al. 2001) investigated the
effects of cyclopentane, cyclohexane, neopentane, isopentane, methylcyclopentane, and
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methylcyclohexane at various concentrations on the phase behavior of methane clathrate
hydrates. Østergaard et al. (Østergaard et al. 2001) was found that sII clathrate hydrate is
more stable structure for the aforementioned systems. Østergaard et al. (Østergaard et al.
2001) also found that these heavy hydrocarbons can have significant effects on the gas
hydrate phase boundary of petroleum systems at high concentrations. Sun and coworkers
(Sun et al. 2002) reported four-phase liquid water (L) + hydrate (H) + liquid hydrocarbon
(LH) + vapor (V) equilibrium data for sII hydrates of methane + cyclohexane or
cyclopentane systems. It was concluded that the hydrate dissociation pressure of the
methane + cyclohexane or cyclopentane systems are lower than that of the system
containing clathrate hydrate of pure methane at a given temperature.
Three sets of experimental data for the methane + cyclohexane, nitrogen +
cyclohexane, and methane + nitrogen + cyclohexane over wide ranges of temperatures
have been reported by Tohidi et al. (Tohidi et al. 2002) .The solid solution theory of van
der waals and Platteeuw (van der waals and Platteeuw et al.1959), as implemented by
Parrrish and Prausnitz (Parrish and Prausnitz, 1972), was applied by Tohidi et al. (Tohidi
et al. 2002) for thermodynamic modeling of the aforementioned systems. Tohidi and
coworkers (Tohidi et al.1997) reported the hydrate dissociation data for the nitrogen
and/or methane + cyclopentane/neopentane systmes. The subsequent results showed that
both of the mentioned heavy hydrocarbons are strong hydrate promoters. Mohammadi
and Richon (Mohammadi and Richon, 2009) reported experimental dissociation data for
clathrate hydrates of the carbon dioxide + methyl cyclopentane, methyl cyclohexane,
cyclopentane, or cyclohexane.
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The effective of addaitives on the phase behaviors of sH clathrate hydrate of 1,1-
dimethylcyclohexane and 2,2-dimethylpentane stabilized by methane molecules have
been studied by Hara et al. (Hara et al. 2005)and Kozaki et al. (Kozaki et al. 2008) for
natural gas transportation technology. Kang et al. (Kang et al.1999) measured the four
phase (sH hydrate + water-rich liquid + hydrocarbon-rich liquid + vapor) equilibrium.
They also provided a thermodynamic model for representation/prediction of the obtained
data.
However, the model proposed by Mehta and Sloan (Mehta and Sloan, 1994,1996)
is among the most widely-used thermodynamic models for calculation/estimation of the
phase equilibrium of the aforementioned systems. Recently, Eslamimanesh et al
(Eslamimanesh et al. 2011) have presented two different approaches on the basis of the
group contribution model and Quantitative Structure Property Relationship (QSPR) to
determine the phase behavior of the systems containing water-insoluble hydrocarbon
promoters clathrate hydrates.
A concise literature survey indicates that almost all of the literature available models for
calculation/estimation of the hydrate dissociation conditions of the systems including
water-insoluble heavy hydrocarbons (except the two latter ones (Eslamimanesh et al.
2011)) have been developed using the Holder model (Holder et al. 1980) as a basis of
their theory. Therefore, the reference parameters for sII or sH clathrate hydrates are
required for this purpose. Moreover, they have been generally developed for the systems
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containing methane as the help gas. In the present work, we develop a thermodynamic
model, based on our previous study (Kamran-Pirzaman et al. 2012), for
representation/prediction of clathrate hydrate (sII or sH) dissociation pressure for the
methane, carbon dioxide, or hydrogen sulfide + water-insoluble heavy hydrocarbon
systems.
2. THERMODYNAMIC MODEL
2.1. Developing The Equations
The equality of fugacity of water in liquid phase to that in hydrate phase at
equilibrium has been used as equilibrium criteria for phase equilibrium calculations as
follows (Kamran-Pirzaman et al. 2012):
L HW Wf f= (1)
where f is fugacity, subscript W refers to water and superscripts L and H refer to liquid
water phase and hydrate phase, respectively. The fugacity of water in the hydrate phase is
related to the chemical potential difference of water in the filled and empty hydrate lattice
( )MT LWµ
−∆ using the following expression (Kamran-Pirzaman et al. 2012; Klauda and
Sandler,2000; Anderson and Prausnitz,1986; Mohammadi and Richon,2008;
Eslamimanesh et al.2011):
expMT H
H MT WW Wf f
RTµ − −∆
=
(2)
In Eq. 2, the superscript MT represents the empty hydrate, R and T are universal
gas constant and temperature, respectively. The fugacity of the hypothetical empty
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hydrate lattice, MTWf , is given by the following equation (Kamran-Pirzaman et al. 2012;
Klauda and Sandler, 2000; Anderson and Prausnitz, 1986; Mohammadi and Richon,
2008; Eslamimanesh et al. 2011):
expMT
W
P MTMT MT MT W
W W WP
dPf PRT
υϕ −
=
∫ (3)
where P stands for pressure, φ and v are fugacity coefficient and molar volume,
respectively, MTWP is the vapor pressure of water in empty hydrate lattice. The fugacity
coefficient of water in empty hydrate, MTWϕ , is taken as unity due to low vapor pressure
of water. The partial molar volume of water in the empty hydrate lattice, MTWv in the
Poynting correction term of the preceding equation is assumed to be pressure
independent. Therefore, Eq. 3 can be re-written in the following from (Kamran-Pirzaman
et al. 2012; Klauda and Sandler, 2000; Anderson and Prausnitz,1986; Mohammadi and
Richon,2008; Eslamimanesh et al.2011):
( )expMT MT
MT MT W WW W
v P Pf PRT
−=
(4)
In Eq. 2, MT LWµ
−∆ is calculated using the van der Waals and Platteeuw model (Sloan and
Koh,2008 ; van der Waals and Platteeuw, 1959; Holder et al.1980; Klauda and. Sandler,
2000; Anderson and Prausnitz, 1986; Mohammadi and Richon, 2008):
ln (1 )H MT
W Wi ki
i k
v YRT
µ µ− = − ∑ ∑ (5)
where νi is the number of cages of type i per water molecules in a unit hydrate cell. Yki
(the fractional occupancy of the hydrate cavity i by guest molecule of type k) is expressed
using the following equation (Sloan and Koh, 2008; van der Waals and Platteeuw, 1959;
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Holder et al. 1980; Klauda and. Sandler, 2000; Anderson and Prausnitz,1986;
Mohammadi and Richon, 2008):
1ki k
kik ki k
C fYC f
=+∑
(6)
where fk is the fugacity of the hydrate former and Cki stands for Langmuir constant.
Substituting Eq. 6 in Eq. 5 results in (Sloan and Koh,2008 ; van der Waals and
Platteeuw, 1959 ; Holder et al.1980 ; Klauda and. Sandler, 2000 ; . Anderson and
Prausnitz,1986 ; Mohammadi and Richon, 2008 ; Eslamimanesh et al.2011):
ln (1 ) ln (1 )H MT
viW Wi ki k ki i
i k j
v C f C fRT
µ µ −− =− + = + ∑ ∑ ∑ (7)
It is assumed that, small and medium cavities are occupied by gases and large cavities are
occupied by the heavy hydrocarbon hydrate formers .Consequently, Eq. 7 can be re-
written as follows for sII clathrate hydrate:
argargln[(1 ) (1 ) ]l esmall
H MTvvV LW W
small g l e ocC f C fRT
µ µ −−−= + + (8)
and for sH clathrate hydrate:
argargln[(1 ) (1 ) (1 ) ]l esmall medium
H MTvv vv V LW W
small HC medium HC l e ocC f C f C fT
µ µ −− −−= + + + (9)
where the superscripts V and L represent gas and liquid phases, g and oc stand for gas and
organic components (heavy hydrocarbon hydrate former), respectively.
In eq.1, the fugacity of water in the aqueous phase ( )LWf can be calculated using
the following equation:
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,, (exp ( )
L sat LL L sat L W W
W W W Wv P Pf x P
RTγ −
= (10)
where LWx , Wγ , sat
WP and LWv represent mole fraction of water in the aqueous phase,
activity coefficient of water, water vapor pressure, and molar volume of liquid water,
respectively. Activity coefficient of water is assumed to be unity because of the slight
solubility of promoters and help gas in water. Furthermore, LWx can be obtained using the
following equation:
1L LW gx x= − (11)
To calculate solubility of methane in the aqueous phase ( Lgx ), the Krichevsky-
Kasarnovsky equation can be applied (Krichevsky and Kasarnovsky, 1935):
exp ( ( ))
VgL
gg sat
g W W
fx
vH P P
RT
∞
−
=−
(12)
where g WH − is Henry’s constant of gases in water, and the superscript ∞ represents
infinite dilution condition. By substituting the above equations in Eq.1, the following
expression is finally obtained:
For clathrate hydrate sII:
argarg
( )expln[(1 ) (1 ) ] 1 0
( )exp ( )
l esmall
MT MTMT W W
WvvV L
small g l e ocL satL sat W WW W
v P PPRT
C f C fv P Px P
RT
−−
− × + + − =
− (13)
For clathrate hydrate sH:
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argarg
( )expln[(1 ) (1 ) ] 1 0
( )exp ( )
l esmall
MT MTMT W W
WvvV L
small g l e ocL satL sat W WW W
v P PPRT
C f C fv P Px P
RT
−−
− × + + − =
− (14)
The hydrate dissociation pressure (P) at a given temperature (T) is obtained by solving
the latter equations.
2.2. Model Parameters
The values of the Langmuir constants are calculated using the following expression
(Munck et al.1988):
exp ( )ij ijij
a bC
T T= (15)
The parameters (aij and bij) are reported in Table 1.
Because of the orders of magnitude of small and medium cavities sizes, their Langmuir
constants parameter values in Eq. 15 have been assumed to be equal. In addition, the
optimal values of the corresponding parameters for large cavities of sII clathrate hydrate
and those of the small and medium cavities of sH have been obtained using tuning the
existing phase equilibrium experimental data. The following equation is applied for
calculation of the Langmuir constants for large cavities in sH clathrate hydrate (Madsen
et al.2000):
1 1exp ( ( ))273.15
ijij ij
aC b
T T= − (16)
where the optimized parameters a and b have been reported in Table 2.
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The saturated vapor pressure of water in empty hydrate ( MTWP ) is calculated using the
method of Dharmawardhana et al. (Dharmawardhana et al.1980) for structures I and II as
following:
[ ] 0.1exp (17.44 6003.9 / )MTWP sI T= − (17)
[ ] 0.1exp (17.332 6017.6 / )MTWP sII T= − (18)
Additionally, the following equation is obtained for calculation of MT
WP of structure H
clathrate hydrate through adjusting of the parameters against the corresponding phase
equilibrium data:
[ ] 0.1exp (18.401 6284.32 / )MTWP sH T= − (19)
Where the units of MTWP and T are, respectively, MPa and K. MT
Wv for structures I and II
are obtained using the following expressions (Klauda and Sandler,2000) :
25 6 2
9 12 2
10[ ] (11.835 2.217 10 2.242 10 )
8.006 10 5.448 10
MT AW MT
W
NsI T TN
P P
υ−
− −
− −
= + × + ×
− × + ×
(20)
4 6 2 9 3
309 12 2
[ ] (17.13 2.249 10 2.0.13 10 1.009 10 )
10 8.006 10 5.448 10
MTW
AMT
W
sII T T T
N P PN
υ − − −
−− −
= + × + × + ×
× − × + × (21)
and it is calculated using the following equation for structure H (Ballard and Sloan,2002):
4
7 2 7
[ ] (24.2126exp (3.5749 10 ( 273.15)
6.29439 10 ( 273.15) 3 10 ( 0))
MTWv sH T
T P
−
− −
= × −
+ × − − × − (22)
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where NA is Avogadro's number and MTWN stands for the number of water molecules per
hydrate cell. In the proceeding equations, the units of the pressure and temperature are
MPa and K respectively. The following equations are applied to evaluate the molar
volume of the help gas at infinite dilution (Saul and Wagner, 1987) :
, ,
, ,
0.095 2.35c i c i
c i c i
P v TPRt CT
∞ = +
(23)
ww wsat
w
UC U H RTυ∆
= ∆ =∆ − (24)
2/7(0.2905 0.08775 )1 (1 )sat cW r
c
RTv TP
ω= − + − (25)
Moreover, the quantities that are applied to evaluate the number of cages of type i
per water molecule in a unit hydrate cell have been reported in Table 3 (Sloan and
Koh,2008) :
Fugacity of gases in the gas phase is calculated using the Peng-Robinson equation of state
(PR-EoS) (Peng and Robinson,1976). Due to the low concentrations of water and hydrate
promoters in the gas phase, it is assumed that the it consists of pure gases (help gases)
(Jager et al. 1999; Deugd et al.2001). Table 4 summarizes the parameters required in this
model.
3. RESULTS AND DISCUSSION
The representations/predictions of the hydrate dissociation conditions of methane + heavy
hydrocarbon hydrate former systems including cyclohexane (CH), cyclopentane (CP),
cyclobutane (CB), or tetrahydropyran (THP) are shown in Figures 1 to 4 respectively.
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Acceptable agreement between the model results and existing experimental phase
equilibrium data is observed. It can be seen that the aforementioned heavy hydrate
formers contribute to the promotion effects that can change hydrate dissociation pressure
values to the lower pressures and the temperature values to the higher temperatures. In
other words, these promoters shift the phase boundary of the investigated systems to the
right. For a comparison purpose between the promotion effects of the studied heavy
hydrocarbon hydrate formers, the corresponding phase behavior calculations along with
the experimental data have been shown in Figure 5. It is found out that the promotion
effects can be expressed in the following order: CP > THP > CB > CH.
The determined hydrate dissociation conditions for the carbon dioxide + (CH, CP,
CB, or THP) systems are shown in Figure 6 along with the selected experimental data
from the literature. Reasonable deviations between results of the model and the
experimental data are observed. In addition, it is interpreted that these hydrate promoters
show the same promotion effects priority with respect to the related phase equilibria of
methane hydrates (Figure 5). However, cyclohexane exhibits negligible effects on
clathrate hydrate phase behavior of the systems containing CO2 compared to the other
hydrate promoters. It is also assumed that the later systems form clathrate hydrates of
structure II. Moreover, there is an intercross the CO2 between hydrate dissociation
conditions curve and CO2+CH hydrate dissociation conditions curve indicating that CH
shows inhibition effect rather than promotion effect after the intersection point (Mooijer-
van den Heuvel et al.2000).
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Figure 7 reports the capability of the proposed model to calculate/estimate hydrate
dissociation conditions for methane + methylcyclohexane (MCH), methylcyclopentane
(MCP), cycloheptane (CHP), dimethylcyclohexane (DMCH), neohexane (NH) or
cuclooctane (CO) systems. The highest promotions effects are detected for DMCH, NH,
MCH, CHP, CO and MCP, respectively. Negligible promotion effects of MCH, CHP, or
CO on the hydrate dissociation conditions of carbon dioxide are shown in Figure 8. These
low effects can also be identified using the developed thermodynamic model. The
calculated/estimated hydrate dissociation conditions for H2S + MCH or NH systems are
shown in Figure 9 and compared to the existing experimental values. As can be seen, the
model results coincide well with the investigated experimental phase equilibrium data.
Beside the acceptable accuracy of the presented thermodynamic model to
represent/predict the phase behaviors of the studied systems, it should be mentioned that
there is no need to use the clathrate hydrates reference parameters as it has been applied
in the previous models (Mehta and Sloan,1996 ; Chen et al.2003).In addition, the
calculation procedure of the developed model is generally easy and straight-forward.
4. CONCLUSION
In this work, we proposed a thermodynamic model for representing/predicting hydrate
phase boundaries of methane, carbon dioxide, or hydrogen sulfide systems in the
presence of heavy hydrocarbon hydrate formers. The effects of CH, CB, CP, THP, MCH,
MCP, CHP, DMCH, NH or CO on the corresponding phase behaviors were investigated
to present a comprehensive study. The solid solution theory of vdW-P (van der Waals
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and Platteeuw, 1959) was applied for modeling of the hydrate phase while the PR-EoS
(Peng and Robinson,1976) was used to determine the fugacity of hydrate formers in the
gas and liquid phase.
Acceptable agreement between results of the model and the existing experimental
hydrate dissociation data from the literature demonstrates the reliability and accuracy of
the model. It was also found that CH (which form stucture II) and all of structure H
hydrate formers show slight effects on the phase behavior of clathrate hydrate of CO2.
The advantages of the model compared to the available models in the literature can be
stated as: no requirement of the clathrate hydrates reference parameters; straightforward
calculation algorithm; extension to CO2 and H2S containing systems.
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structure H clathrate hydrates of methane + water "insoluble" hydrocarbon promoter
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Kozaki, T., Takeya, S., Ohmura, R. (2008). Phase Equilibrium and Crystallographic
Structures of Clathrate Hydrates Formed in Methane + 2,2-Dimethylpentane + Water
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using a Langmuir adsorption model. Ind. Eng. Chem. Res. 39, 1111.
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Makino, T., Nakamura, T., Sugahara, T., Ohgaki, K.(2004).Thermodynamic stability of
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Phase Equilib. 218, 235.
Mehta, A. P., Sloan, E. D. (1994).A Thermodynamic Model for Structure – H Hydrates.
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Mohammadi, A. H., Richon, D.(2011). Equilibrium Data of Neohexane + Hydrogen
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Østergaard, K. K., Tohidi, B., Burgass, R. W., Danesh, A., Todd, A.C. (2001).Hydrate
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and Thermodynamic Modelling of Methylcyclopentane and Methylcyclohexane.
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van der Waals, J. H., Platteeuw, J.C. (1959).Clathrate solutions .Adv. Chem. Phys.2, 1.
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Table 1. The values of aij and bij parameters in Eq. 15 for gases and organic compounds,
which form clathrate hydrate structure II (Munck, 1998).
Hydrate former Small cavity Large cavity
aij (×103 K.bar-1) bij(K) aij (×103K.bar-1) bij (K)
CH4 0.2207 3453 0 0
CO2 0.0845 3615 0 0
CH* 0 0 0.3403 6045
CB* 0 0 1.2397 6440
CP* 0 0 2.1559 5950
THP* 0 0 1.9073 6200
* Adjusted values.
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Table 2. The values of aij and bij parameters in Eq. 15 and 16 for gases and organic
compounds, which form clathrate hydrate structure H (Madsen et al., 2000).
Hydrate former Small and medium cavities Large cavity
aij (K.bar-1) bij(K) aij (K.bar-1) bij (K)
CH4 * 0.1619 1568.6076 0 0
CO2* 0.09565 1730.34 0 0
H2S* 0.01505 3128.8239 0 0
MCH 0 0 9681 3604
2,3-DMB 0 0 940 3608
MCP 0 0 1584 4024
CHP 0 0 41840 5050
1,1-DMCH 0 0 74330 4089
NH 0 0 1794 3175
CO 0 0 61010 4135
* Adjusted values.
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Table 3. The quantities that are applied to evaluate the number of cages of type i per
water molecule in a unit hydrate cell
Hydrate Crystal Structure
Cavity
І II H
Small Large Small Large Small Medium Large
Number of cavities/unit cell 2 6 16 8 2 3 1
Coordination number 20 24 20 28 20 20 36
Number of waters/Unit cell 46 136 34
number of cages of type i per
water molecule in a unit cell
1/23 3/23 2/17 1/17 2/34 3/34 1/34
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Table 4. The required parameters of the developed model.
Para
mete
r
Expression Unit
s
Ref.*
LWv )15.273(105.29241.10 4 −×+− − T
74 101325.0(10559.1)101325.0(10532.3 −×+−×− −− PP
cm3
/mo
l
and
MP
a, K
NIST-
JANAF
,1998
Chapoy
et al.
2008
satWP )0161277.0)ln(1539.49332.55006537.7exp(10 6 TT
T×−+−− MP
a, K
Kluda
,sandler
, 2000
www.b
asf.com
WH∆
RT ×−×+ )1277.161539.49332.5500( K Saul,
Wagner
, 1987
WCHH −4
10(1.0 018616.0log2952.52/3.5768788.147 TT ++−×
MP
a, K
Chapoy
et al.
2008
WCOH −2
0011.0)ln(6712.21426.8742868.159exp( T
T×−×−−
MP
a, K
Kluda
,sandler
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, 2000
WSHH −2
00129.0)ln(2327.20328.82275510.149exp( T
T−×−−
MP
a,K
Kluda
,sandler
, 2000
* References of the equations.
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Figure 1. Experimental and represented/predicted dissociation conditions of the CH4
clathrate hydrates in the absence/presence of CH heavy hydrocarbon hydrate former.
Symbols represent experimental data: ∆,pure CH4 clathrate hydrate, Sloan and Koh
(2008) AAD%=1.94; ○, pure CH4 clathrate hydrate, Sloan and Koh (2008) AAD%=2.83;
■, pure CH4 clathrate hydrate, Mohammadi and Richon et al.(2005) AAD%=3.82; ▲,
CH4+CH clathrate hydrate ,sun et al. (2002) AAD%=5.38; ♦, CH4+CH clathrate hydrate
,Mohammadi and Richon (2009) AAD%=6.43; ●, CH4+CH clathrate hydrate, Mooijer-
van den Heuvel (2000) AAD%=7.02; solid lines,_______ model predictions; AAD% is
average absolute deviation between experimental data and our model prediction
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Figure 2. Experimental and represented/predicted dissociation conditions of CH4 clathrate
hydrates in the absence/presence of CP heavy hydrocarbon hydrate former. Symbols
represent experimental data: ∆,pure CH4 clathrate hydrate, Sloan and Koh (2008)
AAD%=1.94; ○, pure CH4 clathrate hydrate, Sloan and Koh (2008) AAD%=2.83; ■, pure
CH4 clathrate hydrate, Mohammadi and Richon et al.(2005) AAD%=3.82;▲, CH4+CP
clathrate hydrate ,Chen et al. (2010) AAD%=8.06; □, CH4+CP clathrate hydrate,
Mohammadi and Richon (2009) AAD%=2.42; ●,CH4+CP clathrate hydrate ,Sun et al.
(2010) AAD%=4.35;solid lines,______ model predictions. AAD% is average absolute
deviation between experimental data and our model prediction
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Figure 3. Experimental and represented/predicted dissociation conditions of CH4 clathrate
hydrates in the absence/presence of CB heavy hydrocarbon hydrate former. Symbols
represent experimental data: ∆,pure CH4 clathrate hydrate, Sloan and Koh (2008)
AAD%=1.94; ○, pure CH4 clathrate hydrate, Sloan and Koh (2008) AAD%=2.83; ■, pure
CH4 clathrate hydrate, Mohammadi and Richon et al.(2005) AAD%=3.82; ●, CH4+CB
clathrate hydrate, Mooijer-van den Heuvel (2000) AAD%=5.82;solid lines,_____ model
predictions. AAD% is average absolute deviation between experimental data and our
model prediction
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Figure 4. Experimental and represented/predicted dissociation conditions of CH4 clathrate
hydrates in the absence/presence of THP heavy hydrocarbon hydrate former. Symbols
represent experimental data: ∆,pure CH4 clathrate hydrate, Sloan and Koh (2008)
AAD%=1.94; ○, pure CH4 clathrate hydrate, Sloan and Koh (2008) AAD%=2.83; ■, pure
CH4 clathrate hydrate, Mohammadi and Richon et al.(2005) AAD%=3.82;♦ CH4+THP
clathrate hydrate, Mooijer-van den Heuvel (2000) AAD%=5.01; +,CH4+THP clathrate
hydrate, Mohammadi and Richon et al.(2012) AAD%=4.30;solid lines, _____model
predictions. AAD% is average absolute deviation between experimental data and our
model prediction
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Figure 5. Experimental and represented/predicted dissociation conditions of CH4 clathrate
hydrates in the absence/presence of CH, CB, CP or THP heavy hydrocarbon hydrate
formers. Symbols represent experimental data: ∆,pure CH4 clathrate hydrate, Sloan and
Koh (2008) AAD%=1.94; ○, pure CH4 clathrate hydrate, Sloan and Koh (2008)
AAD%=2.83; ■, pure CH4 clathrate hydrate, Mohammadi and Richon et al.(2005)
AAD%=3.82;▲, CH4+CH clathrate hydrate ,sun et al. (2002); ♦, CH4+CH clathrate
hydrate ,Mohammadi and Richon (2009); ●, CH4+CH clathrate hydrate, Mooijer-van den
Heuvel (2000); ◊, CH4+CP clathrate hydrate, Mohammadi and Richon (2009); +,CH4+CP
clathrate hydrate ,Chen et al. (2010); х,CH4+THP clathrate hydrate, Mooijer-van den
Heuvel (2000); □,CH4+THP clathrate hydrate, Mohammadi and Richon (2012); solid
lines,_____ model predictions. AAD% is average absolute deviation between
experimental data and our model prediction. all of AAD reported in last figures.
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Figure 6. Experimental and represented/predicted dissociation conditions of CO2 clathrate
hydrates in the absence/presence of CH, CB, CP or THP heavy hydrocarbon hydrate
formers. Symbols represent experimental data ; ∆,pure CO2 clathrate hydrate, Sloan
and Koh (2008) AAD%=6.3; ○, pure CO2 clathrate hydrate, Sloan and Koh (2008)
AAD%=4.1; ■, pure CO2 clathrate hydrate, Sloan and Koh (2008) AAD%=5.8;
♦,CO2+CH clathrate hydrate, Mohammadi and Richon (2009) AAD%=14.8;●, CO2+CH
clathrate hydrate, Mooijer-van den Heuvel (2001) AAD%=11.7; ▲, CO2+CB clathrate
hydrate, Mooijer-van den Heuvel (2000) AAD%=5.55; □, CO2+CP clathrate hydrate,
Mohammadi and Richon (2009) AAD%=5.93;◊, CO2+THP, clathrate hydrate, Mooijer-
van den Heuvel (2001) AAD%=1.06;solid lines, model predictions. AAD% is average
absolute deviation between experimental data and our model prediction.
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Figure 7. Experimental and represented/predicted dissociation conditions of CH4 clathrate
hydrates in the absence/presence of MCH, MCP, CHP, DMCH, NH or CO heavy
hydrocarbon hydrate formers. There exists an inflexion and the curve become flat for
methane + MCP and methane + DMCH systems at high pressure and temperature. This is
likely a numerical problem. Symbols represent experimental data Symbols represent
experimental data: ∆,pure CH4 clathrate hydrate, Sloan and Koh (2008) AAD%=1.94; ○,
pure CH4 clathrate hydrate, Sloan and Koh (2008) AAD%=2.83; ■, pure CH4 clathrate
hydrate, Mohammadi and Richon et al.(2005) AAD%=3.82; ▲,CH4+MCH clathrate
hydrate, Mooijer-van den Heuvel (2000) AAD%=12.7; ♦, CH4+MCH clathrate
hydrate,Tohidi et al.(1996) AAD%=20.9;●, CH4+MCH clathrate hydrate, Mehta and
Sloan(1994) AAD%=20.8 ; ◊, CH4+MCP clathrate hydrate, Mehta and Sloan(1994)
AAD%=13.07 ; , CH4+MCP clathrate hydrate, Makino et al.(2004) AAD%=7.8;
□,CH4+CHP clathrate hydrate, Mohammadi and Richon (2010) AAD%=13.6 ;+,
CH4+DMCH clathrate hydrate,Hara et al.(2005) AAD%=4.7;ж, CH4+NH clathrate
hydrate, Mohammadi and Richon (2011) AAD%=5.86 ;×, CH4+CO clathrate hydrate,
Mohammadi and Richon (2010) AAD%=10.20 ; solid lines,_____ model predictions.
AAD%=1.06;solid lines, model predictions. AAD% is average absolute deviation
between experimental data and our model prediction.
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Figure 8. Experimental and represented/predicted dissociation conditions of CO2 clathrate
hydrates in the absence/presence of MCH, CHP or CO heavy hydrocarbon hydrate
formers. . Symbols represent experimental data ; ∆,pure CO2 clathrate hydrate, Sloan
and Koh (2008) AAD%=6.3; ○, pure CO2 clathrate hydrate, Sloan and Koh (2008)
AAD%=4.1; ■, pure CO2 clathrate hydrate, Sloan and Koh (2008)
AAD%=5.8;▲,CO2+CHP clathrate hydrate, Mohammadi and Richon(2010)
AAD%=7.47 ;ж,CO2+CO clathrate hydrate, Mohammadi and Richon(2010)
AAD%=18.5 ; solid lines,_____ model predictions. AAD% is average absolute deviation
between experimental data and our model prediction.
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Figure 9. Experimental and represented/predicted dissociation conditions of H2S clathrate
hydrates in the absence/presence of MCH or NH heavy hydrocarbon hydrate formers.
Symbols represent experimental data ;□ ,pure H2S clathrate hydrate, Sloan and Koh
(2008) AAD%=9.37; ♦, pure H2S clathrate hydrate, Sloan and Koh (2008) AAD%=5.96;
●, H2S+MCH clathrate hydrate, Mohammadi Richon (2011) AAD%=8.82; ∆, H2S+NH
clathrate hydrate,Mohammadi and Richon(2011) AAD%=13.09 ; solid lines, _____model
predictions. AAD% is average absolute deviation between experimental data and our
model prediction.
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