Page 1
Materials selection guidelines for membranes
that remove CO2 from gas mixtures
Haiqing Lin, Benny D. Freeman*
Center for Energy and Environmental Resources, Department of Chemical Engineering, The University of Texas at Austin, Austin, TX 78758, USA
Received 30 May 2004; revised 13 July 2004; accepted 20 July 2004
Available online 26 November 2004
Abstract
Membrane technology has been investigated for removing CO2 from mixtures with light gases such as CH4, N2 and H2, and optimal
membranes with high CO2 permeability and high CO2/light gas selectivity are of great interest. This overview describes the material science
approaches to achieve high CO2 solubility and CO2/light gas solubility selectivity by introducing polar groups in polymers. CO2 solubility
and CO2/N2 solubility selectivity in both liquid solvents and solid polymers containing a variety of polar groups are discussed. Optimum
materials appear to have a solubility parameter of about 21.8 MPa0.5 to achieve both high solubility and high solubility selectivity. However,
the introduction of polar groups can decrease CO2 diffusion coefficients and can make a material more size-selective, which is detrimental to,
for example, CO2/H2 separation properties. So far, ether oxygens in ethylene oxide (EO) units appear to provide a good balance of CO2
separation and permeation properties. One drawback of using pure poly(ethylene oxide) (PEO) is its strong tendency to crystallize. This
report reviews strategies for incorporating high concentrations of EO units into polymers while suppressing crystallization. A simple model,
based on free volume theory, is used to correlate a wide range of CO2 permeability coefficients in PEO containing materials, and the results
are satisfactory, particularly given the simplicity of the model. Crosslinked poly(ethylene glycol) acrylate (XLPEO) containing branches
with methoxy end groups exhibit the highest CO2 permeability (i.e. 570 Barrers) and highest CO2/H2 selectivity (i.e. 12) at 35 8C and infinite
dilution among all PEO containing materials reported to date. Because such materials do not crystallize at typically accessible temperatures,
CO2/H2 selectivity can be further improved by decreasing temperature. For example, at an upstream pressure of 4.4 atm, CO2/H2 pure gas
selectivity reaches a value of 40 at K20 8C while maintaining a CO2 permeability of 52 Barrers.
q 2004 Elsevier B.V. All rights reserved.
Keywords: Membranes; Separation; Solubility selectivity; Carbon dioxide; Poly(ethylene oxide)
1. Introduction
Carbon dioxide is an impurity that must be removed from
mixtures with light gases such as CH4, N2 and H2, and the
scale of these separations is enormous [1]. For example, the
annual US production of natural gas is 5.6!1011 m3 (STP),
and approximately 20% of this gas contains CO2 at
concentration above the allowable US pipeline specifica-
tion, which is 2 vol% or less.[2] Similarly, hydrogen is a
basic chemical in the fertilizer and refinery industries, and
its annual production is 8.1!109 kg in the US alone [3]. H2
is usually produced via steam reforming of hydrocarbons
and, as such, it is contaminated with CO2 during production;
0022-2860/$ - see front matter q 2004 Elsevier B.V. All rights reserved.
doi:10.1016/j.molstruc.2004.07.045
* Corresponding author. Tel.: C1 512 232 2803; fax: C1 512 232 2807.
E-mail address: [email protected] (B.D. Freeman).
the CO2 must be removed to produce highly purified H2 [1].
Hydrogen production is expected to increase as refinery
demands for H2 increase and as H2 applications (e.g. fuel
cells) increase. Additionally, CO2 recovery from flue gas
(primarily in mixtures with N2) is becoming more important
due to global warming, and there are initiatives that might
eventually require CO2 removal from flue gas [4]. These
applications could sharply increase the demand for more
energy-efficient, cost-effective strategies for CO2 removal
from gas streams.
Currently, CO2 is removed from gas mixtures mainly by
absorption technology (such as amine or hot potassium
carbonate aqueous solutions), pressure swing adsorption
and membrane technology [1]. Economically, membranes
may be advantageous in small and medium scale separations
and when product purity requirements are not extremely
Journal of Molecular Structure 739 (2005) 57–74
www.elsevier.com/locate/molstruc
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H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–7458
stringent [5]. Membrane technology enjoys inherent advan-
tages, such as small footprint, mechanical simplicity, and
high energy efficiency, relative to traditional acid gas
treatment technologies [6]. For membrane-based separ-
ations in the applications mentioned above, it is highly
desirable to selectively remove CO2 from mixtures with
light gases such as H2, N2 and CH4, thereby maintaining the
light gas at or near feed pressure (in the case of H2 and CH4)
to avoid expensive recompression of the desired light gas
product. For CO2 removal from N2, selectively removing
CO2 avoids permeation of the major component (N2) across
the membrane, which could vastly reduce membrane area
requirements.
The emergence of membrane technology for CO2
removal from natural gas in the 1980s resulted from several
breakthroughs. Although gas permeation in membranes has
been studied since the 1940s, membrane fabrication
technology was not sufficiently developed to provide high
enough gas flux for industrial applications until Loeb and
Sourirajan introduced techniques to prepare high flux
anisotropic membranes with selective layer thicknesses of
less than 0.5 mm and often less than 0.1 mm [5]. The second
breakthrough came with the development of high surface-
to-volume membrane module designs, such as spiral-wound
and hollow-fiber modules [5]. These designs accommodate
large membrane area in small volumes, significantly
reducing the footprint of membrane systems. These two
advances contributed to the successful development of
reverse osmosis membrane systems. However, Loeb–
Sourirajan type anisotropic membranes could not be directly
used for gas separations, because pinholes or defects are
always introduced during the membrane preparation
process, and they diminish selectivity substantially. Henis
and Tripodi [7] resolved this limitation by applying a thin
layer of silicon rubber to the membrane (e.g. polysulfone) to
eliminate non-selective convective flow through pinholes.
The composite membrane exhibited separation and per-
meation properties similar to those of polysulfone since
silicon rubber has much higher gas permeability than
polysulfone. These achievements allowed membrane tech-
nology to become a viable alterative to conventional gas
separation technologies such as absorption and adsorption.
Recent efforts have focused on membrane materials
optimization to achieve better separation performance and
better stability in process environments [8].
The steady-state permeability of gas A, PA, through a
film of thickness l is defined as [9]
PA hNAl
p2A Kp1A
(1)
where NA is the steady state flux of gas through the film
(cm3 (STP)/cm2 s), l is the film thickness (cm), and p2A and
p1A are the upstream (i.e. high) and downstream (i.e. low)
partial pressures (cmHg), respectively. Permeability coeffi-
cients are commonly expressed in units of Barrers, where
1 BarrerZ10K10 cm3 (STP) cm/(cm2 s cmHg). If diffusion
obeys Fick’s law and the downstream pressure is much less
than the upstream pressure, the permeability can be
expressed as [9]
PA Z DA !SA (2)
where DA is the average effective diffusivity, and SAZC2A/
p2A is the ratio of gas concentration sorbed in the upstream
face of the polymer, C2A, to the upstream pressure, which is
also called the apparent solubility of penetrant A in the
polymer. The ideal selectivity of a membrane for gas A over
gas B is the ratio of their pure gas permeabilities [5]
aA=B ZPA
PB
ZDA
DB
� �!
SA
SB
� �(3)
where DA/DB is the diffusivity selectivity, which is the ratio
of the diffusion coefficients of gases A and B. The ratio of
the solubility of gases A and B, SA/SB, is the solubility
selectivity.
Generally, penetrant solubility increases with increasing
condensability (i.e. higher critical temperature or higher
normal boiling point) and more favorable interactions with
the polymer, while gas diffusivity is enhanced by decreasing
penetrant size, increasing polymer fractional free volume,
increasing polymer chain flexibility, and decreasing poly-
mer–penetrant specific interactions. Table 1 summarizes the
condensability and molecular size of CO2 and several other
gases of interest. In polymers and liquids, CO2 typically
exhibits higher solubility than light gases in large measure
due to its higher condensability (as characterized by Tc).
Based on relative molecular size difference alone, CO2
diffusivity should be higher than that of CH4, similar to that
of N2, and lower than that of H2. For CO2/CH4 separation,
membrane materials with high diffusivity selectivity have
been extensively pursued by designing relatively rigid
polymers with high glass transition temperatures, and high
CO2 permeability has been sought by maintaining or
increasing fractional free volume [10]. Another avenue,
which has received much less attention, is materials with
higher values of CO2/light gas solubility selectivity. This
strategy is absolutely required for CO2/H2 separation, which
exhibits unfavorable diffusivity selectivity, and may be
necessary for CO2/N2 separation where the penetrant size
difference is not large. This report describes structure–
transport property guidelines for designing polymers with
high CO2 permeability and CO2/light gas selectivity; it
focuses mainly on materials that achieve high selectivity as
a result of high solubility selectivity. CO2 is the target gas in
these examples because there is great interest in CO2
separations and also because there are more experimental
data for CO2 than for any other acid or polar gas. However,
the materials design considerations discussed here may also
be applicable for removing other acid or polar gases (e.g.
H2S, SO2, H2O, NH3, etc.) from mixtures with light gases.
In this regard, special attention will be paid to H2S, since it
is an acid gas (like CO2) and is often a contaminant that
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Table 1
Physical properties of penetrants of interest
Penetrant Vca (cm3/mol) V2
a (cm3/mol) Tcb (K) psat
b (atm) d2c (MPa0.5)
H2 65.1 33.24 6.6
N2 89.8 126.20 5.3
CH4 99.2 191.05 11.6
CO2 93.9 45 304.21 63.4 12.2
H2S 98.5 39 373.53 19.8 18.0
a Vc is critical volume [70]. �V2 is the partial molar volume of condensed penetrant at 25 8C. For CO2, �V2 is the average value given by Kamiya et al. [25] and
by Xu et al. [71] for H2S.b Tc is critical temperature [70], and psat is the penetrant saturation vapor pressure at 25 8C [26].c Solubility parameters, which are estimated for the hypothetical liquids at 25 8C and 1 atm. The values are taken from [18], except that of H2S [26].
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–74 59
must also be removed from the gas streams of interest. More
specifically, the effect of various polar groups on CO2
solubility, diffusivity and permeability and CO2/light gas
selectivity is discussed. The present report focuses primarily
on rubbery polymers. Because ethylene oxide units provide
the best combinations of CO2 permeability and CO2/N2 and
CO2/H2 selectivity known to date, we review various
strategies of incorporating high concentrations of ethylene
oxide groups or poly(ethylene oxide) in polymers while
avoiding crystallization of ethylene oxide units, which
substantially decreases gas permeability.
2. Structure–gas solubility correlation
Penetrant solubility in rubbery polymers is often
described using the Flory–Huggins model [11]
ln a Z ln f2 C ð1 K1=mÞð1 Kf2ÞCcð1 Kf2Þ2 (4)
where a is penetrant activity, c is the Flory–Huggins
interaction parameter, m is the ratio of polymer to penetrant
partial molar volumes ð �V1= �V2Þ, and f2 is the volume
fraction of gas dissolved in the polymer matrix. For ideal
gases, the activity is p/psat, where psat (atm) is the penetrant
saturation vapor pressure at the temperature of the
experiment. The gas volume fraction, f2, can be written
as [11]
f2 ZðC=22414Þ �V2
1 C ðC=22414Þ �V2
(5)
where C is the penetrant concentration in the polymer (cm3
(STP)/cm3 polymer), and �V2 (cm3/mol) is the partial molar
volume of penetrant in the polymer. In the limit of infinite
dilution, when the sorbed gas concentration is very low (i.e.
f2/1), Eqs. (4) and (5) reduce to Henry’s law, CZkDp,
where kD (cm3 (STP)/(cm3 atm)) is the infinite dilution
solubility coefficient [12]:
kD Z22414
psat�V2
eKð1CcK1=mÞ (6)
Therefore, penetrant solubility depends not only on gas
physical properties, such as saturation vapor pressure and
partial molar volume, but also on its interactions with
the polymer matrix. As interactions become more favorable
(i.e. as c decreases), penetrant solubility increases expo-
nentially, according to this simple model.
The Flory–Huggins interaction parameter, c, is typically
related to the penetrant solubility parameter as follows [13]
c Z b C�V2ðd1 Kd2Þ
2
RT(7)
where R is the ideal gas constant, T is absolute temperature,
b is a constant which, in the original Flory–Huggins theory,
is set to zero [13], and d1 and d2 are the solubility parameters
of the polymer and penetrant, respectively. Based on this
model, maximum values of gas solubility would be
observed when the polymer has a solubility parameter
equal to that of the gas of interest (e.g., CO2).
Generally, the effect of liquid solvent chemical structure
on gas sorption has been used as a guideline for designing
highly solubility selective polymers, because the solubility
selectivity of polymers is presumed to be similar to that of
liquid solvents with similar structure [12]. One rationale for
this approach is that, in the limit of infinite dilution, the
Flory–Huggins model, together with Eq. (7), is consistent
with solubility predictions from regular solution theory,
which is widely used for correlating gas solubility in liquids.
For liquids, regular solution theory provides the following
expression for the mole fraction of gas dissolved in a liquid
solvent at 1 atm, x2, as a function of the solubility parameter
difference between the liquid solvent and the gas [14]
x2 Z1
f L2
expK �V2ðd1 Kd2Þ
2
RT
� �(8)
where f L2 (atm) is the fugacity of the pure liquid penetrant
(i.e. hypothetical condensed gas) at atmospheric pressure.
As d1, the liquid solubility parameter, approaches d2, x2
reaches a value of 1=f L2 , or 1/psat, which is Raoult’s Law. If
the liquid solvent and penetrant have the same partial molar
volume (i.e. �V1Z �V2 or, equivalently, mZ1), then x2ZkD
�V2=22414 according to Eq. (6). Under these circum-
stances, Eq. (8) can be derived from Eqs. (6) and (7), so the
expression for the Henry’s Law coefficient is:
ln kD Z ln22414�V2psat
� �K
�V2ðd1 Kd2Þ2
RT(9)
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Fig. 1. (a) Effect of solvent solubility parameter on CO2 solubility and
CO2/N2 solubility selectivity at 25 8C; (b) N2 solubility at 25 8C as a
function of the square of liquid solubility parameter; and (c) effect of
solvent solubility parameter on H2S solubility and H2S/N2 solubility
selectivity at 25 8C. Detailed information about solvents and values of
solubility and solubility selectivity are summarized in Table 2. The best fit
line in Fig. 1b is ln kD ZK1:07K0:0022d21. The units of kD and d1 are cm3
(STP)/(cm3 atm) and MPa1/2, respectively.
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–7460
This equation predicts that gas solubility reaches a
maximum value when d1 equals to d2. This concept has been
successfully applied to obtain, for example, xenon’s
solubility parameter. Steinberg and Manowitz graphed
xenon solubility as a function of solvent solubility
parameter and found a sharp maximum at a solvent
solubility parameter of 16 MPa0.5 [15,16]. This value is in
good agreement with the solubility parameter of xenon,
estimated from an empirical correlation between d2 and Tc
proposed by Hildebrand et al. [14]. While Eq. (9) is a
satisfactory model for describing gas solubility in solvents
with solubility parameters near that of the gas considered,
Steinberg and Manowitz’s results also show that Eq. (9)
enormously overestimates the decrease of gas solubility
with increasing d1 when d1 is far from d2 [15]. When d1 and
d2 differ substantially, the following empirical equation is
often used to correlate the solubility coefficients of a gas in a
series of liquids of varying solubility parameter [14]
ln kD Z a Cbd21 (10)
where a and b are treated as empirical adjustable constants.
Fig. 1a presents CO2 solubility and CO2/N2 solubility
selectivity at 25 8C in liquid solvents containing a spectrum
of polar groups. Detailed information regarding the
chemical structure and solubility data is recorded in
Table 2. In this example, N2 is used as a marker for non-
polar gases (e.g. CH4 and H2), and liquid solvents are used
because there are many more data for gas solubility in
liquids than in polymers. The solubility parameter values for
the liquids are calculated from the definition, i.e.
dhffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiðDHvap KRTÞ=V
p, where DHvap is the enthalpy of
vaporization, and V is the liquid molar volume at 25 8C [14].
Historically, these parameters are evaluated at 25 8C, but
they can be evaluated at any convenient temperature as long
as it is well below Tc and as long as all parameters are
evaluated at the same temperature. These d1 values,
recorded in Table 2, are very close to the estimated Hansen
solubility parameters, which consider the effect of polar
groups and even hydrogen bonding on solubility parameter
values [16]. As the solvent solubility parameter increases,
CO2 solubility increases to a maximum before decreasing.
This behavior can be approximately modeled using Eq. (9)
by setting the CO2 solubility parameter, d2, to
21.8G0.2 MPa0.5. The uncertainty in d2 is estimated using
the propagation of errors technique [17] and assuming that
the CO2 solubility data in Table 2 have an uncertainty of
G10%. The values of �V2 and psat used in this calculation are
recorded in Table 1.
The model fit, with the CO2 solubility parameter as the
only adjustable parameter, is the solid curve in Fig. 1a. This
result is unexpected because the solubility parameter of
hypothetical liquid CO2 at 25 8C is reported to be much
lower than 21.8 MPa0.5. Prausnitz and Shair [18] report a
value of 12.2 MPa0.5, and Lawson [19] reports 6.8 MPa0.5.
These values were obtained by treating d2 as an adjustable
Page 5
Table 2
Pure gas solubility and solubility selectivity in various liquid solvents at 25 8C
Solvents Structure d1a FFVb SCO2
b SH2Sb SCO2
=SN2SCO2
=SH2SCO2
=SCH4SH2S=SN2
Reference
C6 n-Hexane 15.0 0.324 2.1 7.3 8.8 20 2.4 31 [21]
TCM Chloroform CHCl3 19.0 0.328 3.6 31 29 59 248 [21]
THF Tetrahydro-
furan
19.1 0.263 6.2 31 45 79 10 224 [38,72,
73]
MAc Methyl acet-
ate
19.4 0.307 6.0 36 70 11 [21]
AN Acetone 19.8 0.312 6.6 22 40 74 12 138 [21,23,73,
74]
DMF N,N-Dimethyl
formamide
24.0 0.214 4.1 38 65 86 15 613 [21]
ACN Acetonitrile H3C–CbN 24.1 0.302 7.1 21 64 94 14 188 [38,75–
77]
PC Propylene
carbonate
26.0 0.244 3.9 13 57c 118c 17 194 [75,78]
DMS Dimethyl
sulfoxide
26.3 2.9 32 [21,75,
79]
MeOH Methanol H3C–OH 29.5 0.306 3.6 16 23 40 7.2 101 [21,74,80,
81]
H2O Water HOH 48.0 0.179 0.76 2.3 52 43 24 156 [21]
a Solubility parameter in units of MPa0.5.b Gas solubility in units of cm3 (STP)/(cm3 atm), and when necessary, solvent density is taken from [26].c Values were estimated using models in [75].
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–74 61
parameter and then fitting CO2 solubility data to equations
similar to Eq. (9), which is a typical method for estimating
gas solubility parameter values since the CO2 critical
temperature (i.e. 31 8C) is very close to 25 8C, so d2 cannot
be calculated from dhffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiðDHvap KRTÞ=V
p[14,20].
To understand this enormous discrepancy between the
reported CO2 solubility parameter values and the apparent
value that we find, a closer examination of the calculation of
CO2 solubility parameter is useful. The value of 12.2 MPa0.5
was obtained from CO2 solubility in toluene at 25 8C, where
the CO2 mole fraction was 0.0105 at a CO2 partial pressure
of 1 atm [21]. In fact, fitting this mole fraction to Eq. (8)
yields two d2 values since Eq. (8) is second order in d2; these
values are 12.2 and 24 MPa0.5. The higher value is rather
similar to what we have obtained, but it was not mentioned
in the earlier reference [18]. The value of 6.8 MPa0.5 was
calculated using CO2 solubility in various polar and non-
polar liquids with solubility parameters ranging between 12
and 20.4 MPa0.5 [19]. The reference for this value does not
provide the experimental solubility values used and does not
provide any comparison between experimental and calcu-
lated values. However, the fitting results could not be good,
since it would predict that CO2 solubility would decrease
monotonically as liquid solubility parameter increases,
which is not the case, as shown in Fig. 1a. For example, at
25 8C, CO2 solubility in n-hexane is only 2.1 cm3 (STP)/
(cm3 atm) [22], but it is 6.6 cm3 (STP)/(cm3 atm) in acetone
[23], which has a solubility parameter of 19.8 MPa0.5.
Lawson [19] also used a value of 105 cm3/mol for the partial
molar volume of liquid CO2, which is approximately three
times higher than typical reported values (i.e. about 45 cm3/
mol [24–26]). Additionally, the value of 6.8 MPa0.5 is rather
low compared with values of 10.4 MPa0.5 for the solubility
parameter of H2 and 10.6 MPa0.5 for the solubility parameter
of N2 reported in the same paper and obtained using the same
model fitting method [19]. More importantly, the values of
12.2 or 6.8 MPa0.5 cannot predict a maximum in CO2
solubility where it is observed experimentally, and this
ability to predict a maximum in solubility when the
solubility parameters of the solvent and solute are similar
is a key concept of regular solution theory [16]. On the other
hand, Fig. 1a suggests that a solubility parameter value of
21.8 MPa0.5 for CO2 does capture its tendency to dissolve in
the liquids considered [14].
As illustrated in Fig. 1a, CO2/N2 solubility selectivity
reaches a maximum at a solubility parameter value quite
near that associated with the maximum in CO2 solubility.
Since light gases such as N2 have much lower solubility
parameters than any of the liquid solvents shown (cf. Tables
1 and 2) and no specific interactions with these liquids,
increasing the solvent solubility parameter should mono-
tonically decrease their solubilities, which is often described
using the empirical model given by Eq. (10). As illustrated
in Fig. 1b, the model fit describes quite well most of the gas
solubility data except that of methanol. Consequently, CO2/
N2 solubility selectivity can be modeled using Eqs. (9) and
(10), and the result is shown as the dashed line in Fig. 1a.
It appears that the change in CO2 solubility from one liquid
to another dominates the solubility selectivity and, there-
fore, CO2/N2 solubility selectivity exhibits a peak at a
similar d2 value as that of CO2 solubility.
Fig. 1a contains many common polar groups and
demonstrates that ether oxygens (cf. tetrahydrofuran),
nitriles (cf. acetonitrile), carbonyls (cf. acetone), acetates
Page 6
Fig. 2. The effect of polymer solubility parameter on CO2 solubility
(unfilled symbols) and CO2/N2 solubility selectivity (filled symbols) at
35 8C in polymers containing polar groups. The squares represent
copolymers of butadiene and acrylonitrile [32], and the triangles represent
polymers containing carbonate groups [33]. PB, polybutadiene; PTMO,
poly(tetramethylene oxide) [29]; PEO, poly(ethylene oxide) [29,35]; and
PVAc, poly(vinyl acetate) [31].
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–7462
(cf. methyl acetate) and amides (cf. N,N-dimethylforma-
mide) are more useful for improving CO2 solubility and
CO2/N2 selectivity than polar groups such as halogens (cf.
trichloromethane or chloroform), carbonates (cf. propylene
carbonate), sulfoxides (cf. dimethyl sulfoxide) and
hydroxyls (cf. methanol). It is worth mentioning that
propylene carbonate and methanol are used as physical
absorbents to remove acid gases such as CO2 and H2S from
light gases [1]. Table 2 also presents CO2/H2 and CO2/CH4
solubility selectivity values, and they exhibit trends similar
as those of CO2/N2 as the matrix solubility parameter
changes. Gas solubility values in water are also listed in
Table 2; water has the highest solubility parameter and the
lowest CO2 solubility among all of the liquids considered.
Fig. 1c presents H2S solubility and H2S/N2 solubility
selectivity in liquids containing various polar groups. H2S is
also an acid gas and has a reported solubility parameter of
18 MPa0.5, however, the method to obtain this value was not
discussed in detail [27]. As illustrated in Fig. 1c, H2S
solubility also reaches a maximum at a liquid solvent
solubility parameter of approximately 22.3G0.2 MPa0.5,
based on fitting Eq. (9) to the data and treating the H2S
solubility parameter as an adjustable constant. The uncer-
tainty is estimated using the propagation of errors technique
[17] and assuming that the H2S solubility data have an
uncertainty of G10%. The dashed line in Fig. 1c was
calculated using the calculated H2S solubility values from
using Eq. (9) and N2 solubility values from Eq. (10).
Similar to CO2, THF, which contains polar ether oxygens,
also exhibits high H2S solubility and high H2S/N2 solubility
selectivity. Fig. 1a and c clearly indicate the discrepancy
between the reported solubility parameter of CO2 and H2S
and the practical effective solubility parameter value, which
is taken to be the value of the solvent with the highest CO2
and H2S solubility, respectively. Unfortunately, there are few
data for solvents with solubility parameters in the range from
20 to 25 MPa0.5, which is a very interesting range since,
presumably, a maximum in solubility and solubility
selectivity would be observed there. This fact also means
that the apparent effective solubility parameter values for
CO2 and H2S are somewhat approximate.
Fig. 2 presents CO2 solubility and CO2/N2 solubility
selectivity at 35 8C in various rubbery polymers. The
polymer solubility parameters were estimated by Fedor’s
group contribution method [28]. The polymers selected for
this comparison are basically polyethylene (PE) containing
various types and amounts of polar groups. Four polar
groups are present in these polymers: ether oxygens [29,30],
acetates [31], nitriles [32] and carbonates [33]. For example,
poly(ethylene oxide) is polyethylene with an ether oxygen
separating each pair of carbon atoms; polyacrylonitrile may
be viewed as PE containing a nitrile substituent on every
other carbon, etc. Although the data are somewhat more
scattered than those for the liquids, both CO2 solubility and
CO2/N2 solubility selectivity appear to peak at a polymer
solubility parameter value of about 22 MPa0.5, similar to
that of the liquids (cf. Fig. 1a). Polymers with the highest
CO2 solubility contain polar groups such as ether oxygens,
nitriles and acetates. Unfortunately, even though carbonyl
groups can improve CO2 sorption and CO2/N2 solubility
selectivity, there has been no systematic study of gas
sorption in rubbery polymers containing high concen-
trations of such groups to the best of our knowledge.
Instead, these groups, along with carbonates and amides, are
typically used to improve barrier properties by increasing
chain rigidity and, in turn, lowering diffusion coefficients.
Polymers containing these groups are usually glassy at
35 8C, which removes them from the scope of this study [31,
34]. The survey of both liquid solvents and polymers
suggests that incorporation of ether oxygens or nitrile
groups may be useful for improving CO2 sorption and CO2/
light gas solubility selectivity. Additionally, increasing the
concentration of these polar groups in the polymers might
help. For example, as ether oxygen concentration increases
from polybutadiene to poly(tetramethylene oxide) to
poly(ethylene oxide), CO2 solubility increases monotoni-
cally from 0.89 to 1.4 cm3 (STP)/(cm3 atm) [29,32,35]. In
copolymers of butadiene and acrylonitrile [32], CO2
solubility and CO2/N2 selectivity increase systematically
with increasing acrylonitrile content [32].
Qualitative correlations between the concentration of
polar moieties in the polymer matrix and CO2/light gas
solubility selectivity have been mentioned previously
[12,29,36]. Koros [12] suggested that CO2/CH4 solubility
selectivity increases as the mass density of carbonyl or
sulfonyl groups in polymers increases. Bondar et al. [29]
proposed that CO2/light gas solubility selectivity increases
as the concentration of ether linkages or carbonyl groups
Page 7
Fig. 3. Comparison of (a) CO2 and (b) N2 solubility at 35 8C in polymers
and at 258C in liquids.
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–74 63
increases. However, such simple correlations fail in some
circumstances. For example, Morisato et al. studied CO2/
CH4 solubility selectivity in a series of polyamides
containing sulfonyl groups; they found that the CO2/CH4
selectivity was much lower than predicted based on the total
concentration of carbonyl and sulfonyl groups. They
explained this finding by arguing that the carbonyl groups
preferred to interact with amide linkages on adjacent chains
to form hydrogen bonds rather than interact with CO2 [37].
The current work might explain this phenomenon in a more
systematic way. Strong hydrogen bonding in polymers
increases the solubility parameter to values beyond
22 MPa1/2, which would increase the Flory–Huggins
interaction parameter, c, thereby decreasing CO2 solubility
and CO2/CH4 solubility selectivity.
While Eq. (6) suggests a correlation of gas solubility in
low molar mass solvents with that in analogous polymers,
this result cannot fully account for the differences between
gas solubility in these two matrices. Fig. 3a and b replot the
CO2 and N2 solubility data in liquids from Fig. 1a and
polymers from Fig. 2. Polymers exhibit much lower gas
solubility than liquids, even if the polymer has the same
solubility parameter as a liquid. Koros found that Eq. (6)
gives 1.36 as the ratio for CO2 solubility in n-heptane to that
in high molecular weight polyethylene using 1/m values of
1/3 and 0 for heptane and polyethylene, respectively.
However, CO2 solubility in heptane is 260% higher than
that in polyethylene [12]. This trend is also observed for
CO2 sorption in liquid tetrahydrofuran (THF) and in the
analogous polymer, poly(tetramethylene oxide) (PTMO).
CO2 solubility in THF [38] and in PTMO [29] is 5.12 and
1.12 cm3 (STP)/(cm3 atm) at 35 8C, respectively. However,
Eq. (6) predicts a factor of only 1.6 for this solubility ratio
using 1/m values of 1/2 and 0 for THF and PTMO,
respectively. Koros argued that other factors might
contribute to the difference between the model prediction
and the experimental data. For example, the inadequacies of
lattice representations of Flory–Huggins theory, and the
differences between �VCO2and c for liquid solvents and solid
polymers were thought to play a role in this discrepancy
[12]. In our opinion, an important reason for the observed
differences could be fractional free volume (FFV) differ-
ences between liquids and polymers. The Flory–Huggins
and regular solution theories do not allow empty lattice sites
(i.e. free volume), and this shortcoming has been cited as a
major drawback of these models [39]. Generally, liquids
have higher free volume than polymers, and higher free
volume provides more space to accommodate penetrant
molecules, so solubility might be expected to be correlated
with the amount of free volume in the matrix that is
absorbing the gas molecules.
FFV is usually estimated using Bondi’s group contri-
bution method [34]
FFV ZV KV0
V(11)
where V is the specific volume of the amorphous polymer at
the temperature of interest, and V0 is the specific occupied
volume at 0 K, which is estimated as 1.3 times the van der
Waals volume [28]. This simple equation assumes that the
occupied volume does not change with temperature, which
might not be true in reality [13]. Nevertheless, this definition
of fractional free volume is widely used to correlate gas
diffusion and permeability values and often yields satisfac-
tory results [34]. In Fig. 3a and b, all of the polymers have
FFV values lower than 0.21 while most liquids have
FFV much larger than 0.21, except N,N-dimethylforamide,
which has a FFV value of 0.21 and dimethyl sulfoxide,
whose FFV is not known since the van der Waals volume
of sulfoxide group is not available (cf. Table 2). Clearly,
liquids exhibit much larger gas solubility than polymers,
due, presumably, to the much greater free volume in liquids.
To provide some indication of the magnitudes of differences
Page 8
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–7464
in free volumes for liquids and polymers, THF would have
an estimated FFV of 0.292, while PTMO has a value of only
0.188 if the densities of THF and PTMO are taken as 0.88
and 1.01 g/cm3 [26,29], respectively. As a result, THF
exhibits much higher CO2 sorption than PTMO, although
PTMO has an estimated solubility parameter (i.e.
18.5 MPa0.5) very close to that of THF (i.e. 19.1 MPa0.5).
Fig. 4. The effect of polymer solubility parameter on (a) CO2 diffusion
coefficient and (b) CO2/N2 diffusivity selectivity at 35 8C in polymers
containing various polar groups. The definition of the symbols is given in
the caption of Fig. 2. PTMC1093: crosslinked poly(tetramethylene
carbonate) diol [33].
3. Structure–gas diffusivity and permeability
correlations
Gas diffusion in polymers is often qualitatively under-
stood to depend sensitively on free volume [40]
DA Z A0 exp Kg
hVf iV�
A
� �(12)
where A0 is a pre-exponential factor, g is a numerical factor
introduced to account for possible overlap of free volume
elements, V�A is the minimum free element size needed to
accommodate a gas molecule, which is dependent on
penetrant size, and hVfi is the average free volume in the
polymer. Based on this model, higher free volume would
generally increase gas diffusion coefficients and diminish
the effect of penetrant size on diffusion coefficients.
Therefore, one might expect that as free volume decreases,
CO2 diffusivity would decrease while CO2/CH4 diffusivity
selectivity would increase, and CO2/H2 diffusivity selectiv-
ity would decrease.
In general, addition of polar groups to polymers increases
the solubility parameter, which decreases free volume and
increase polymer chain rigidity [13]. Therefore, while polar
groups might increase CO2 sorption, they could decrease
CO2 diffusion coefficients. Fig. 4a and b present CO2
diffusion coefficients and CO2/N2 diffusivity selectivity
values in various polymers as a function of the polymer
solubility parameter. Roughly speaking, gas diffusion
coefficients decrease with increasing polymer solubility
parameter. In addition to the effect of polar groups on
polymer free volume and chain rigidity, the affinity of polar
groups for CO2 might further retard CO2 diffusion. For
example, as acrylonitrile content increases from 0 to 39 wt%
in copolymers with butadiene, CO2/N2 diffusivity selectiv-
ity decreases from 0.93 to 0.62 (i.e. by 30%), presumably
due a combination of these factors [32].
Fig. 4b suggests that CO2/N2 diffusivity selectivity may
have a minimal value at a polymer solubility parameter of
about 22 MPa0.5, where the affinity between polymer
segments and CO2 reaches a maximum. However, the data
are somewhat scattered, so this judgment needs to be tested
by more experimental results.
The result in Fig. 4b is interesting since CO2 is similar in
size to N2 (based on critical volume values) or slightly
smaller than N2 (based on the kinetic diameter of CO2
(3.3 A) relative to that of N2, 3.64 A) [41]. So, materials
with solubility parameters either much greater or lower than
22 MPa0.5 exhibit CO2/N2 diffusivity selectivity values that
are near to or greater than 1. Materials with solubility
parameters near 22 MPa0.5 can exhibit diffusivity selectivity
values substantially lower than one, suggesting significant
restriction of CO2 mobility beyond that experienced by N2.
There is no diffusion theory currently available to explain
such mobility reduction of penetrants due to specific
interactions with polymers [42], even though this phenom-
enon has been observed for other systems [42,43]. For
example, Davies and Griffiths [42] measured penetrant (i.e.
toluene, aniline and phenol) diffusion in solutions of
poly(vinyl acetate) dissolved in D-methanol using nuclear
magnetic resonance; they reported a decrease in all
Page 9
Fig. 5. The effect of polymer solubility parameter on (a) CO2 pure gas
permeability and (b) CO2/N2 pure gas permeability selectivity at 35 8C in
polymers containing various polar groups. The symbols are defined in the
caption of Fig. 2. Gas permeability values for PTMO and PEO are
calculated based on Eq. (19) and are recorded in Table 3 [30].
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–74 65
penetrant diffusion coefficients as polymer content
increased. For toluene, which does not interact specifically
with poly(vinyl acetate), the reduction in its diffusion
coefficient could be explained, using free volume theory, by
the decrease of fraction free volume of the polymer solution
as polymer content increased. However, for aniline or
phenol, where hydrogen bonds are formed between the
polymer and the penetrant, their diffusion coefficient
reductions were much more significant than that of toluene
and could not be fully ascribed to the decrease of fraction
free volume [42]. In this latter case, interaction of the aniline
or phenol molecules with the polymer slowed their
diffusion rates, qualitatively similar to the reduction in
CO2 mobility in solvents with similar solubility parameters
to that of CO2.
Fig. 5a and b present CO2 permeability and CO2/N2
selectivity as a function of polymer solubility parameter,
respectively. Roughly speaking, the permeability decreases
as polymer solubility parameter increases, and this
decrease is similar to the trend of diffusion coefficients
with solubility parameter (cf. Fig. 4a). This result suggests
an important role of the effect of solubility parameter on
free volume, diffusion coefficients, and, in turn, per-
meability coefficients. The effect of polymer solubility
parameter on CO2/N2 selectivity represents a tradeoff
between solubility selectivity and diffusivity selectivity.
Solubility selectivity has a maximum value at approxi-
mately 22 MPa1/2, and the lowest values of diffusivity
selectivity are observed at approximately the same polymer
solubility parameter value. Except for ether oxygens, all
polar groups tend to decrease CO2 permeability. For
example, as acrylonitrile content increases from 0 to
39 wt% in copolymers with butadiene, CO2 permeability
decreases from 180 to 13 Barrers [32]. On the other hand,
the addition of ether oxygens improves CO2 permeability.
For example, amorphous poly(tetramethylene oxide) has an
estimated CO2 permeability of 300 Barrers [30] compared
with 180 Barrers in polybutadiene [32]. Interestingly, the
addition of ether oxygens does not significantly reduce
polymer chain flexibility as characterized by glass
transition temperature (Tg). In fact, the hypothetical Tg of
wholly amorphous poly(ethylene oxide) is K89 8C, which
is slightly lower than the hypothetical Tg of wholly
amorphous polyethylene (i.e. K80 8C) [44]. In contrast,
as acrylonitrile content in copolymers with butadiene
increases from zero to 39 wt%, Tg increases significantly
from K80 to K26 8C [32].
The effect of polar groups on CO2/CH4 separation is
more subtle: polar groups increase solubility selectivity and
should increase diffusivity selectivity if polar groups do not
retard CO2 transport too strongly. Ghosal et al. [43] found
that aryl substituent of basic –CH2–NH2 groups in
polysulfone increased CO2/CH4 solubility selectivity,
restricted sub-Tg torsional motion, and decreased fractional
free volume, which should contribute to improvements in
size sieving ability and, therefore, CO2/CH4 diffusivity
selectivity. However, CO2/CH4 diffusivity selectivity actu-
ally decreased due to the affinity between the amine
moieties and CO2, and this combination of somewhat
higher solubility selectivity coupled with much lower
diffusivity selectivity resulted in a decrease in CO2/CH4
permselectivity [43].
On the other hand, CO2/H2 separation always faces
unfavorable diffusivity selectivity, and this would become
even more detrimental if the size sieving ability of the
polymer were increased by, for example, introducing polar
groups into the polymer which brought about an overall
reduction in polymer free volume. Furthermore, if the polar
groups enjoy specific and sufficiently strong interactions
Page 10
Fig. 6. Effect of polar acrylonitrile content in copolymers with butadiene on
CO2 and H2 transport properties at 25 8C: (a) CO2 solubility; (b) CO2/H2
solubility, diffusivity and permeability selectivity [32].
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–7466
with CO2, CO2/H2 diffusivity selectivity will be further
reduced. As illustrated in Fig. 6a and b, the increase of polar
acrylonitrile content in copolymers with butadiene results in
systematically higher CO2 solubility and CO2/H2 solubility
selectivity. However, the decrease in CO2/H2 diffusivity
selectivity is larger than the increase in solubility selectivity,
leading to a sharp decrease in permselectivity as polar
acrylonitrile content increases. So far, polar ether oxygens
appear to be the only well-known groups which improve
CO2/H2 permselectivity. For example, polymers of poly-
butadiene, PTMO and PEO, in order of increasing ether
oxygen content, exhibit CO2/H2 permselectivity values of
about 3.0 (at 35 8C and 1 atm [32]), 3.7 (at 35 8C and 10 atm
[30]) and 6.7 (at 35 8C and infinite dilution [35]),
respectively.
4. Structural design of poly(ethylene oxide) containing
polymers
The unique property of polar ether oxygens for CO2
separation has attracted much interest. There have been
numerous efforts to design polymers containing poly(ethyl-
ene oxide) (PEO) for CO2/N2 and CO2/H2 separations [4,29,
30,45–56], in part because ethylene oxide units have a high
concentration of ether oxygens and are relatively easy to
fabricate. In comparison, poly(methylene oxide) would
have an even higher ether oxygen content. However, it has
extremely high crystallinity and is very difficult to process
into gas separation membranes. Indeed, gas transport
properties in poly(methylene oxide) have not been reported
to the best of our knowledge. PEO is also subject to a similar
disadvantage, i.e. a strong tendency to crystallize, which is
deleterious for gas permeability. The following sections
discuss the effect of crystallinity on gas permeation and then
review three main techniques to reduce crystallinity in PEO:
(1) using low molecular weight liquid PEO or poly(ethylene
glycol) (PEG); (2) designing phase separated block
copolymers with runs of ethylene oxide (EO) segments
that are too short to crystallize effectively at room
temperature; and (3) designing highly branched, crosslinked
networks with high concentrations of PEO.
4.1. Poly(ethylene oxide)
Generally, polar groups in a polymer matrix improve
polymer chain packing efficiency and promote chain
crystallization. Until recently, there was no systematic
study of gas transport properties in pure PEO [35], although
pure PEO is an ideal base material to use for comparison.
However, it can be very challenging to prepare defect-free
films of PEO for gas permeation studies. To circumvent this
problem, annealing PEO films above the melting tempera-
ture was found to be critical for preparing defect-free films
[35]. Such PEO films have a crystallinity of 71 vol% and a
glass transition temperature of K52 8C. At 35 8C and
infinite dilution, PEO exhibits a CO2 permeability of
12 Barrers, and the pure gas selectivities of CO2 over H2,
N2, and CH4 are 6.7, 48 and 20, respectively [35].
A simple model proposed by Michaels and Bixler [57,58]
to adjust measured gas transport properties in semi-crystal-
line polymers to those in wholly amorphous polymers is
based on assuming a two phase system (i.e. crystalline and
amorphous) where the crystals act as a nonsorbing and
impermeable dispersed phase imbedded in an amorphous
matrix. Therefore, in a rubbery polymer, the measured
solubility (i.e. SA) is typically related to amorphous phase
solubility (i.e. SA,a) as follows [57]
SA Z SA;aFa (13)
where Fa is the amorphous phase volume fraction. The
influence of crystallinity on diffusivity was described as
Page 11
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–74 67
follows [58]
DA ZDA;a
tb(14)
where DA,a is the diffusion coefficient in the amorphous
polymer, t is a tortuosity factor, and b is a chain
immobilization factor. t characterizes the tortuosity of the
amorphous phase caused by the presence of dispersed
impermeable crystallites. Simple models from composites
theory, such as the one below, are often used to describe the
influence of crystallinity on tortuosity [58]:
t Z1
Fa
(15)
The chain immobilization factor, b, accounts for the
restricted segmental mobility in the amorphous phase by
crystallites. In the simplest case, when bZ1 (i.e. no chain
immobilization), gas permeability is given by [58]
PA ZPA;a
tbFa Z PA;a !F2
a (16)
where PA,a is the estimated permeability of penetrant A in
the amorphous phase of a polymer. Further analysis of the
immobilization factor will be presented later. According to
this model, CO2 permeability in amorphous PEO is
estimated to be 140 Barrers at 35 8C and infinite dilution
[35], which is about one order of magnitude higher than in
semi-crystalline PEO. Clearly a logical way to improve
separation performance of PEO would be to inhibit or
totally depress crystallization.
4.2. Liquid poly(ethylene glycol)
A natural approach to obtaining the beneficial separation
performance of PEO without crystallinity is to use low
molecular weight PEO or poly(ethylene glycol) (PEG),
which is a liquid at temperatures such as 35 8C. For
example, PEG with a molecular weight of 600 g/mol has a
melting temperature of 17–22 8C, according to the Aldrich
catalogue. PEG has been fabricated into membrane systems
in two ways: as liquid membranes and as blends with solid
polymers [45–47,49,59,60].
Kawakami et al. [45,46] impregnated PEG (MWZ300 g/mol) into the microporous regions of a cellulose
membrane filter with an average pore size of 0.2 mm. This
membrane exhibited a CO2 permeability of 49 Barrers and
CO2/N2 selectivity of 13 at 25 8C and 0.2 atm. The addition
of inorganic salts to PEG can improve CO2 separation
efficiency. For example, liquid membranes of PEG contain-
ing KF exhibited a CO2 permeability of 100 Barrers and
CO2/N2 selectivity of 45 at 25 8C and 0.2 atm. However,
liquid membranes are subject to two inherent disadvantages:
potential instability resulting from liquid lost due to the
pressure difference across the film and lower gas per-
meability due to the tortuosity of the micropores in the solid
substrate.
Blends of liquid PEG with a compatible solid polymer
can provide the necessary mechanical integrity to sustain
significant pressure differences across the membrane.
Heterogeneous PEG blends such as those with poly
(dimethyl siloxane) (PDMS) [59] or poly(1-trimethylsi-
lyl-1-propyne) (PTMSP) [60], and homogeneous PEG
blends such as those with cellulose nitrate [49] or cellulose
acetate have been reported [47]. Generally, the non-PEG
component (i.e. the second component) needs to be
carefully chosen because blends generally exhibit transport
properties intermediate between those of the two constitu-
ent components. In heterogeneous blends, the second
component is usually the continuous phase to maintain
good mechanical properties. Therefore, this component
should have lower gas permeability so that the blends will
exhibit gas selectivity similar to that of PEG. On the other
hand, the barrier property of the second component will
reduce CO2 permeability in the blend. The balance needs
to be critically evaluated. The underlying rationale will be
further discussed in Section 4.3. Currently PDMS and
PTMSP have been used in such studies, and they are
among the most permeable polymers known. For example,
CO2 permeability is 3200 and 28,000 Barrers in PDMS
[61] and PTMSP [60], respectively, but only 140 Barrers
in estimated amorphous PEO. The addition of 30 wt%
PEG (MWZ300 g/mol) to PTMSP increases CO2/N2
selectivity from 5.6 to 25, and the CO2 permeability of
the blend is 146 Barrers at 30 8C. Entrapping liquid PEG
(MWZ600 g/mol) within solid PDMS yields a CO2/H2
selectivity of about 7.5 at 25 8C, compared to 4 in PDMS
alone [59].
In a homogeneous blend, gas transport properties, X,
such as permeability or selectivity, are usually expressed
empirically as follows [62]
ln Xb Z F1 ln X1 CF2 ln X2 (17)
where Fi is the volume fraction of component i, and the
subscripts 1, 2 and b represent component 1, 2 and the
blend, respectively. Eq. (17) predicts that CO2 separation
performance in a blend would approach that of PEG as the
PEG content increases; however, mechanical properties
would also approach those of PEG. For example, as PEG
(MWZ300 g/mol) content increases from zero to 50 wt%
in blends with cellulose nitrate, CO2 permeability increases
from about 20 Barrers to about 120 Barrers, and CO2/N2
selectivity increases from about 20 to about 45 at 25 8C. On
the other hand, the films become tacky, fragile, and finally
too weak to test for gas permeation properties when the
PEG content reaches 60 wt% [49]. In general, by carefully
choosing the proper components and compositions in
blends containing PEG, one might achieve CO2 separation
performance close to that of PEG membranes with
sufficient mechanical integrity to withstand high pressure.
However, this has yet to be demonstrated.
Page 12
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–7468
4.3. Block copolymers
Block copolymers containing PEO segments have been
extensively investigated for CO2 removal from light gases.
These copolymers typically have microphase separated
structures containing soft PEO segments and hard segments
such as polyamides [29,30,51,54] and polyimides [48]. The
hard segments provide mechanical stability and inhibit
crystallization of PEO. For example, in a commercial
PEBAXw copolymer containing 57 wt% PEO and 43 wt%
Nylon 6, the melting temperature of the PEO phase is 13 8C,
which is much lower than that of high molecular weight
PEO (65 8C) [29]. Although block copolymers are more
difficult to prepare than polymer blends, they present a more
efficient opportunity to incorporate a high content of PEO
while still maintaining good mechanical properties, since
PEO is directly connected to relatively immobile and tough
hard segments by chemical bonds. For example, a polymer
blend of cellulose nitrate and PEG becomes too weak for gas
permeation test when the PEG content reaches 60 wt% [49].
In contrast, PEBAXw containing 57 wt% PEO can form a
robust film capable of sustaining gas pressures well in
excess of 15 atm [30].
Petropoulos reviewed approaches for evaluating gas
permeability in binary composite polymeric materials and
observed that the Maxwell model could be used over the
whole composition range for a dispersion of isometric
particles of such shape and mode of packing that the
interparticle gaps are uniformly maximized [63]
Pb Z Pc
Pd C2Pc K2FdðPc KPdÞ
Pd C2Pc CFdðPc KPdÞ
� �(18)
where Fd is the volume fraction of the discontinuous phase,
and Pb, Pc and Pd are gas permeability in the composite,
continuous phase and discontinuous phase, respectively.
The composite could be heterogeneous polymer blends or
phase separated block copolymers. Eq. (18) predicts that gas
permeation properties of the composite would be dominated
by the continuous phase, suggesting that optimal phase
separated materials should have amorphous PEO as the
continuous phase. Table 3 presents gas transport properties
in various phase separated block copolymers containing
PEO. The detailed chemical structures are recorded in
Table 4. The values of CO2/N2 selectivity are quite similar
to that of PEO in all of these materials, suggesting that the
PEO phase in these block copolymers is the continuous path
for gas diffusion [30,50]. On the other hand, the widely
varying gas permeability values demonstrate that gas
permeability depends strongly on the detailed morphology,
such as the domain shape and spatial arrangement, which
could be influenced by the hard segment composition and
the lengths of the PEO and hard segment blocks.
In most copolymers reported to date, the rigid phase has a
much lower permeability than the PEO phase [30,48]. For
example, at 35 8C, Nylon 6 exhibits a CO2 permeability of
0.21 Barrers [31], compared with 66 Barrers at 10 atm for
PEBAXw containing 57 wt% PEO and 43 wt% Nylon 6
[30]. On this basis, Eq. (18) can be simplified by letting Pd/
PcZ0
Pb Z Pc
1 KFd
1 CFd=2
� �(19)
This model has been applied to the reported block
copolymer data to provide a crude estimate of effective gas
permeability in the PEO phase, and these values are
summarized in Table 3. Some copolymers, such as B1,
exhibit incomplete phase separation, i.e. the PEO phase is
partially miscible with the hard phase [50]. The estimated
CO2 permeability in the PEO phase of B1 is only 7 Barrers
(cf. Table 3), which suggests the existence of an intermixed
phase that has properties between those of pure, amorphous
PEO and the hard segment component (cf. Tables 3 and 4).
Table 3 illustrates that the hard phase affects physical
properties of the soft phase; for example, the measured Tg in
the PEO phase varies by 30 8C depending on the hard phase
composition and amount. The deviation of Tg in a
microphase of a block copolymer from its bulk value has
been well documented and has been ascribed to the
existence of a zone of material, near the interface between
the PEO phase and the hard segment phase, where both
components coexist and intermix [64]. Another view
proposed by Bares [64] is that the interface of the PEO
phase and the hard phase imposes constraints on the
mobility of PEO chains and thus influences Tg. He was
able to quantitatively relate the Tg change in one phase to the
surface area per unit volume of the phase undergoing the
change in Tg [64]. In both of these scenarios, the Tg of a
microphase in a block copolymer depends on the block
molecular weight and microphase morphology. Table 3 also
suggests a general trend, i.e. gas permeability in the PEO
phase increases as the Tg of PEO phase decreases.
The Maxwell model is not generally applicable for semi-
crystalline polymers, because often the crystalline phase
cannot be represented as spheres uniformly dispersed in an
amorphous polymer phase [13,63]. Instead, crystalline
phases are often found to be lamellar-shaped dispersions
[13]. Therefore, using the Maxwell model would under-
estimate the restriction of gas diffusion in semi-crystalline
polymers. The model given by Eq. (16) is more often used to
account for the effect of crystals on permeability [58].
4.4. Crosslinked poly(ethylene oxide)
Graham [65] proposed empirically that significant
crystallinity in crosslinked PEO is not evident when
the molecular weight between crosslinks lower than
1500. Various techniques are available to crosslink PEO
[65]. For instance, radiation or radical crosslinking of high
molecular weight PEO has been reported, and crosslinking
by reactions of end groups such as hydroxyl or vinyl
Page 13
Table 3
Pure gas CO2 permeability and CO2/N2 selectivity in PEO containing polymers at 35 8C
Polymera PEO content
(wt%)
Dpb (atm) Bulk polymerc PEO phased
PCO2[Barrer] aCO2 =N2
Reference Tg [8C] PCO2[Barrer] FFV
Semi-crystalline PEO 100 0 12 48 [35] K52 140 0.129
Block copolymers
55PEO/PA6 55 10 120 52 [30] K55 263 0.130
57PEO/PA12 57 10 66 55 [30] K53 146 0.129
M1: MDI-BPA/PEG(75) 53.6 2 31 44 [50] K42 71 0.120
M2: MDI-BPA/PEG(80) 60.5 2 48 47 [50] K41 95 0.119
M3: MDI-BPA/PEG(85) 66 2 59 49 [50] K41 104 0.119
L3: L/TDI(20)-BPA/PEG(90) 64.5 2 47 51 [50] K43 80 0.120
I4: IPA-ODA/PEO3(80) 68.3 2 58 53 [50] K45 88 0.122
B5: BPDA-ODA/DABA/PEO2(70) 43.3 2 14 57 [50] K42 34 0.120
B6: BPDA-ODA/DABA/PEO2(80) 53.4 2 36 56 [50] K44 71 0.121
B7: BPDA-ODA/PEO3(75) 52.3 2 75 52 [50] K56 154 0.131
B13: BPDA-mPD/PEO4(80) 53.1 2 81 54 [50] K61 158 0.136
P5: PMDA-mPD/PEO3(80) 55.9 2 99 50 [50] K62 176 0.136
P6: PMDA-APPS/PEO3(80) 68.3 2 159 51 [50] K55 234 0.130
P7: PMDA-APPS/PEO4(70) 61.2 2 136 53 [50] K66 234 0.140
P8: PMDA-mPD/PEO(80) 58.9 2 151 52 [50] K61 259 0.136
P9: PMDA-ODA/PEO4(80) 66.6 2 167 52 [50] K62 252 0.136
P10: PMDA-pDDS/PEO4(80) 68.6 2 238 49 [50] K62 345 0.136
B1: BPDA-ODA/DABA/PEO1(75) 41.2 2 2.7 56 [50] K36 7 0.114
Crosslinked poly(ethylene oxide)
PEGDA/PEGMEA(0) 83 0 112 52 [66] K38 112 0.116
PEGDA/PEGMEA(20) 83 0 150 58 [66] K44 150 0.121
PEGDA/PEGMEA(50) 82 0 250 41 [66] K52 250 0.128
PEGDA/PEGMEA(70) 82 0 320 47 [66] K56 320 0.131
PEGDA/PEGMEA(91) 81 0 520 41 [66] K61 520 0.136
PEGDA/PEGMEA(99) 81 0 570 41 [66] K64 570 0.138
DM14/MM9(0) 80 1 65 53 [4] K42 65 0.120
DM14/MM9(10) 80 1 85 54 [4] K44 85 0.121
DM14/MM9(30) 80 1 129 51 [4] K51 129 0.127
DM14/MM9(50) 79.9 1 185 50 [4] K56 185 0.131
DM14/MM9(70) 79.9 1 260 48 [4] K62 260 0.136
DB30/MM9(0) 78.4 1 128 49 [4] K47 128 0.124
DB30/MM9(10) 78.5 1 140 50 [4] K49 140 0.125
DB30/MM9(30) 78.8 1 185 51 [4] K54 185 0.130
DB30/MM9(50) 79.1 1 231 48 [4] K58 231 0.133
DB30/MM9(70) 79.4 1 308 47 [4] K62 308 0.136
DM9/MM9(10) 72.8 1 28 53 [4] K34 28 0.113
DM23/MM9(10) 86.1 1 194 52 [4] K57 194 0.132
DB10/MM9(10) 57.2 1 12 48 [4] K14 12 0.096
a Detailed polymer structures are provided in Table 4. For block copolymers from [50], the numbers in parentheses refer to the feed composition (wt%) of
PEG, PEO diamine, and TDI to total diols, diamines, and isocyanates, respectively. For crosslinked PEO samples, the numbers in parentheses represent the
weight percentage of the last component in the names of these polymers.b Dp is the pressure difference across the membrane, which is essentially the upstream pressure since the downstream pressure in near zero in all the
measurements.c Measured transport properties in PEO containing polymers.d Physical properties of the PEO phase in these materials. Except for semi-crystalline PEO, all other PEO phases are amorphous at 35 8C. This list of
properties includes the measured glass transition temperature ascribed to this phase, the estimated CO2 permeability from Eq. (16) for PEO and Eq. (19) for
block copolymers and the estimated fractional free volume from Eq. (21). For materials that are not semi-crystalline or block copolymers, the permeability
values reported in this section of the table are equal to those reported in the ‘bulk polymer’ section of this table.
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–74 69
groups has been studied. Hirayama et al. [4] prepared
crosslinked PEO from mixtures of poly(ethylene glycol)
methacrylate (a monomer containing nine EO units)
and poly(ethylene glycol) dimethacrylate (a crosslinker
containing 14 EO units) by plasma irradiation. They
reported that CO2 permeability increases as monomer
content increases while CO2/N2 selectivity remains almost
unchanged. They prepared a polymer containing 70 wt%
monomer; it exhibited a CO2 permeability of 260 Barrers
and a CO2/N2 selectivity of about 48 at 35 8C and 1 atm.
Such separation properties represent a significant improve-
ment over those exhibited by block copolymers.
We prepared crosslinked PEO by UV photopolymeriza-
tion of poly(ethylene glycol) diacrylate (PEGDA)
Page 14
Table 4
Chemical structures of PEO containing polymers in Table 3
Name Structure Notes
Block copolymers
55PEO/PA6 (nZ5)
57PEO/PA12 (nZ11)
M and L series hard segment:
polyurethane
General formula
RZL, MDI or TDI
I series hard segment: polyamide X and Y: see below.
B and P series hard segment:
polyimide
General formula
RZBPDA or PMDA
X: PEO
YZODA, DABA, mPD, pDDS or
APPS
Monomers for crosslinked poly(ethylene oxide)
PEGDA
PEGMEA
DM14
MM9
DB30
L, TDI (see below) adduct of trimethylol propane; COLONATE L. MDI, 4,4 0-diphenyl-methane diisocyanate. BPA, bisphenol A (structure is included in the
general formula of M and L series). TDI, 2,4-toluene-diisocyanate. IPA, isophthalic acid (structure is included in the general formula of I series). BPDA,
3,3 0,4,4 0-biphenyltetracarboxylic dianhydride. PMDA, pyromellitic dianhydride. ODA, 4,4 0-oxydianiline. DABA, 3,5-diaminobenzoic acid. mPD, 1,3-
phenylenediamine. pDDS, 4,4 0-diaminodiphenyl sulfone. APPS, p-aminophenoxy phenyl sulfone.
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–7470
containing 14 EO units and poly(ethylene glycol) methyl
ether acrylate (PEGMEA) containing about 8.5 EO units
[66]. PEO crystallinity was completely absent in these
copolymers at temperatures as low as K90 8C (the lowest
limit of the calorimeter used) due, presumably, to the short
nature of the EO branches in the side chains of these
materials and to the frustration of crystallization by
crosslinking. The average number of EO units per acrylate
group is approximately 7, which is the minimum number of
monomers required for the unit cell of a PEO crystal [31].
Therefore, using these starting materials, network polymers
can be prepared which are non-crystalline and have a high
Page 15
Fig. 7. Fractional free volume of crosslinked PEO prepared from PEGDA
and PEGMEA as a function of (TKTg), where T is 308 K and Tg is the glass
transition temperature of the corresponding copolymer. The best fit line is
FFVZ0:055C0:00084!ðT KTgÞ.
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–74 71
concentration of EO units. The use of acrylate groups
instead of methacrylate groups provides higher chain
flexibility (or lower glass transition temperature), which
can increase gas diffusion coefficients and, in turn,
permeability [32]. For example, crosslinked PEO prepared
from 70 wt% PEGMEA and 30 wt% PEGDA exhibits a
CO2 permeability coefficient of 320 Barrers at 35 8C and
infinite dilution. The analogous polymer, prepared from a
methacrylate monomer and crosslinker, has a CO2 per-
meability of only 260 Barrers [4]. Additionally, acrylate
groups polymerize more efficiently than methacrylate
groups because of their lower steric hindrance. For example,
unlike its methacrylate analog, pure PEGMEA monomer
can polymerize to completion, forming a crosslinked film
that can be used for permeation testing. This material is
crosslinked because commercial sources of PEGMEA
monomer contain low levels of residual diacrylate monomer
that act as crosslinking sites. The inclusion of methyl ether
chain end groups in the monomer (as opposed to hydroxyl
end groups) increases free volume and improves CO2/H2
separation performance of copolymers of PEGMEA and
PEGDA. As PEGMEA monomer content increases from 0
to 99 wt%, CO2 permeability increases about four-fold,
reaching 570 Barrers and CO2/H2 selectivity increases by
50%, up to 12 at 35 8C and infinite dilution [66]. If the
–OCH3 end groups are replaced by –OH end groups, CO2
permeability and CO2/H2 selectivity remain unchanged as
the –OH end group content changes across the entire
composition window [66].
In general, the crosslinked network materials formed
from PEG acrylates and diacrylates provide the best
permeation and separation properties of PEO-containing
materials so far. Crosslinking insures good chemical
resistance, simply because crosslinked networks are not
soluble. It is straightforward to incorporate more than
80 wt% PEO in crosslinked polymers from acrylate
monomers and/or crosslinkers, which is higher than the
maximum value (about 60%) reported for block copolymers
and blends [48,50]. Crosslinked PEO can be further
modified to give much higher CO2 permeability and CO2/
H2 selectivity than block copolymers or blends by
introducing methyl ether chain end groups [66]. Finally,
crosslinking could completely suppress crystallization at all
temperatures of practical interest [66], while block copoly-
mers or blends would still exhibit a melting temperature at
temperatures near ambient [29]. Consequently, with the
crosslinked PEO materials, temperature can be lowered to
optimize CO2 separation performance because lower
temperatures favor CO2/light gas solubility selectivity
[66]. For example, in a copolymer prepared from 70 wt%
PEGMEA and 30 wt% PEGDA, CO2/H2 pure gas selectiv-
ity increases from 11 to 40 as temperature decreases from 35
to K20 8C at 4.4 atm, while CO2 permeability is still
52 Barrers at these conditions [66]. These separation
properties are the best results reported to date for solid
non-facilitated transport polymeric membranes.
5. Discussion
Table 3 summarizes CO2 permeability and CO2/N2
selectivity in various PEO containing materials at 35 8C
along with the glass transition temperature, estimated CO2
permeability and fractional free volume of the PEO phase.
For consistency, all of the permeability data are reported at
35 8C, based on either direct measurement or interpolation
using data from the corresponding references. While CO2/
N2 selectivity remains relatively constant, indicating that
PEO is continuous and provides the dominant contribution
to the permeation properties, CO2 permeability ranges from
7 to 570 Barrers. Clearly, understanding the underlying
mechanism leading to such a wide range of gas permeability
might lead to materials design rules to further improve acid
gas separation performance.
Interestingly, Tg seems to be correlated with CO2
permeability, as illustrated in Table 3. Tg characterizes
chain mobility, and it has been correlated with fractional
free volume in rubbery PEO as follows [13]
FFV Z FFVg CarðT KTgÞ (20)
where FFV and FFVg are the fractional free volume values at T
and Tg, respectively, and ar is the thermal expansion
coefficient of rubbery PEO. This equation assumes that the
occupied volume of the polymer is independent of tempera-
ture, which is an approximation [13]. Eq. (11), which is widely
used to estimate FFV, is also based on this assumption.
Using copolymers prepared from PEGDA and PEGMEA
as base materials, a series of copolymers with systematically
varying fractional free volume and glass transition tem-
perature are produced, as illustrated in Table 3. Fig. 7
presents the correlation between FFV and (TKTg), where
Page 16
Fig. 8. CO2 permeability at 35 8C measured in crosslinked PEO prepared in
our laboratory (C) [66] and by Hirayama et al. (B) [4], and estimated in
amorphous PEO phase for block copolymers (6) based on Eq. (19) and for
semi-crystalline PEO (&) based on Eq. (16) as a function of (a) Tg of the
amorphous PEO phase and (b) 1/FFV in the amorphous PEO phase
estimated using Eq. (20). All data are recorded in Table 3. The curve fitting
in (b) describes all data except that of B1: PZ1:129!106
expðK1:135=FFVÞ.
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–7472
FFV is estimated using Eq. (11) and T is 35 8C. Assuming ar
to be independent of copolymer composition, the straight
line fit of the data yields a value of 0.055G0.001 for FFVg
and (8.4G2.6)!10K4 KK1 for ar. The uncertainties are
estimated using the propagation of errors technique [17].
The uncertainty of FFV is estimated as G1% since polymer
density has an uncertainty of G1%, and (TKTg) is assumed
to have an uncertainty of G2% or about G2 K. The value
of FFVg is comparable with other reported experimental and
theoretical values, such as the ‘universal’ values of 0.025
reported by Ferry and coworkers and 0.12 reported by
Simha and Boyer [13]. ar is defined as follows [28]
ar Z1
V
vV
vT
� �p
(21)
where V is the specific volume of amorphous rubbery PEO,
and T is absolute temperature. From PVT measurements, the
value of ar is 7.8!10K4 KK1 for rubbery poly(ethylene
oxide) dimethyl ether with a molecular weight of 1000 g/
mol [67], which is very close to the value estimated from
Fig. 7. Therefore, Eq. (20), with parameters obtained from
these copolymers, might be a reasonable first approximation
to describe the PEO phase in other PEO containing
materials. Based on reported Tg values for the PEO phase,
FFV values were estimated using Eq. (20) for the PEO phase
of various PEO containing materials at 35 8C, and the results
are recorded in Table 3. Fig. 8a demonstrates the trend that
PEO phases with lower Tg values exhibit higher CO2
permeability. In Fig. 8a, the CO2 permeability coefficients
in the PEO phase were estimated using Eq. (19) for the
block copolymer and Eq. (16) for semi-crystalline PEO.
Fig. 8b presents the correlation of CO2 permeability with
1/FFV. Generally, gas solubility is a weak function of
polymer fractional free volume, which has been experimen-
tally observed in copolymers of PEGDA and PEGMEA
copolymers [66]. Therefore, by combining Eqs. (3) and
(11), there is a simple relationship between gas permeability
and FFV [34]
P Z A exp KB
FFV
� �(22)
where A and B are positive constants. This equation has
been applied to a wide range of data and, qualitatively, it
shows an encouraging ability to unify the data in Fig. 8b,
considering the simplicity of this equation. The much lower
permeability exhibited by block copolymer B1 (cf. Fig. 8b)
might be due to partial mixing of the PEO phase and the
hard phase as discussed above.
This simple model might be used to rationalize the
concept of the immobilization factor (b) used by Michaels
and Bixler [58] to characterize restricted segmental mobility
of amorphous polyethylene due to constraints imposed by
the presence of crystals. The following equation can be
derived from Eqs. (20) and (22)
ln b Z lnP0
PZ
Bar
FFV0
Tg KT0g
FFV0 KarðTg KT0g Þ
(23)
where P0 and FFV0 are the permeability and fractional free
volume of the wholly amorphous polymer, respectively. P
and Tg are for the PEO phase in PEO containing polymers.
Since high molecular weight, pure, amorphous PEO does
not exist at 35 8C, the polymer prepared from pure
PEGMEA is proposed as a model of amorphous PEO,
partially due to the similarities in densities and, therefore,
Page 17
H. Lin, B.D. Freeman / Journal of Molecular Structure 739 (2005) 57–74 73
fractional free volume, of these two materials (i.e. 1.124 g/
cm3 for hypothetical amorphous PEO [35] and 1.13 g/cm3
for pure PEGMEA). In the original Cohen–Turnbull model
of diffusion that underlies Eq. (22), B is proportional to
penetrant size, so Eq. (23) clearly predicts that b would
increase as penetrant size increases and as Tg increases,
which is consistent with experimental results in the studies
of semi-crystalline polyethylene [58]. Michaels and Bixler
[58] found larger b values for larger penetrants and in
samples with higher crystallinity, which was inevitably
accompanied by higher Tg values.
Pure gas CO2/light gas selectivity, aCO2=LG, can be
derived from Eq. (22):
aCO2=LG ZACO2
ALG
exp KðBCO2
KBLGÞ
FFV
� �(24)
Since B values are presumably related to penetrant size,
the B values should decrease in the following order:
BCH4OBCO2
zBN2OBH2
. On this basis, increasing FFV
might decrease CO2/CH4 selectivity, but this should
increase CO2/H2 selectivity. CO2/N2 selectivity appears to
be quite constant in these PEO containing materials, as
shown in Table 3, which is consistent with BCO2zBN2
. The
increase of CO2/H2 selectivity with increasing free volume
has been experimentally observed in PEO containing
materials [66].
6. Conclusions
Structure/property guidelines have been extensively
explored in an effort to improve the separation performance
of polymer membranes for gas separation by increasing
polymer size sieving ability (i.e. diffusivity selectivity) [68,
69]. However, favorable solubility selectivity has not been
fully pursued as a route to enhance gas separation proper-
ties, probably due to the fact that penetrant diffusion
coefficients are often more sensitive than solubility to
polymer structure, and diffusion coefficients usually change
in a much broader range than penetrant solubility [69]. In
this report, we explore the possibility of harnessing
interactions between CO2 and polymers containing various
polar groups to improve permeability/selectivity properties.
By surveying CO2 and N2 sorption and/or transport in
liquids and polymers containing different types and amount
of polar groups, liquids and polymers with a solubility
parameter of about 21.8 MPa0.5 achieve the highest CO2
solubility and CO2/N2 solubility selectivity. So far, ether
oxygens in ethylene oxide (EO) units appear to be the most
useful groups for achieving high CO2 permeability and high
CO2/light gas selectivity (e.g. CO2/H2).
CO2 separation properties in various PEO containing
materials have been reviewed, and CO2 permeability ranges
from 7 to 570 Barrers. This wide change in CO2
permeability may be rationalized crudely using a very
simple model based on the free volume theory. Highly
branched, crosslinked PEO exhibits the highest CO2
permeability and highest CO2/H2 selectivity, due to
branches containing –OCH3 end groups, which increase
polymer fractional free volume and thus CO2 diffusivity and
CO2/H2 diffusivity selectivity. In particular, CO2/H2
selectivity values of 40 have been obtained, which is the
highest value reported in the literature for solid non-
facilitated transport membranes.
The approach of harnessing specific interactions of polar
groups in polymers with CO2 is an interesting route for
improving membranes for CO2/light gas separations.
However, more information about the nature of such
interactions is required and more polar groups or combi-
nations of various polar groups should be examined to
design optimized polymeric materials for CO2 removal
from light gases.
Acknowledgements
The authors gratefully acknowledge partial support of
this project by the United States Department of Energy
under grant number DE-FG02-99ER14991. This research
work was also partially supported with the funding from the
United States Department of Energy’s National Energy
Technology Laboratory under a subcontract from Research
Triangle Institute through their Prime Contract No.: DE-
AC26-99FT40675.
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