Gas Solubility, Diffusivity, Permeability, and Selectivity in Mixed
Matrix Membranes Based on PIM‑1 and Fumed Silica
Maria Grazia De Angelis,* Riccardo Gaddoni, and Giulio C. Sarti
Dipartimento di Ingegneria Civile, Chimica, Ambientale e dei Materiali (DICAM), Alma Mater Studiorum Universita ̀ di Bologna, via
Terracini 28, 40131 Bologna, Italy
ABSTRACT: The effects that the addition of fumed silica (FS) nanoparticles has on the gas permeability, solubility, diffusivity,
and selectivity of a polymer of intrinsic microporosity (PIM-1) are modeled considering the density of the composite matrix as
the key input information. PIM-1 is treated as a homogeneous glassy polymer endowed with a specific free volume that increases
with the amount of nanoparticles loaded, as indicated by the experimental values of mixed matrix density. The solubility
isotherms of H
2
, He, O
2
,N
2
, CH
4
, and CO
2
in matrices of PIM-1 with different FS loadings are calculated with the
nonequilibrium lattice fluid (NELF) model. The gas diffusivity and permeability variation due to FS addition are related to the
fractional free volume of the polymer phase, according to the semiempirical free volume theory equation. Remarkably, the
coefficient amplifying the free volume effect increases with the molecular size of the gas, expressed by the van der Waals volume,
thus allowing an estimation of the transport properties of gases not investigated experimentally, such as methane. The behavior
inspected differs from the one observed in mixed matrix membranes (MMM) formed by PIM-1 and porous selective fillers, that
show higher selectivity toward smaller penetrants than the pure polymer, because the effect of silica nanoparticles is only
represented by an enhancement of the large free volume domains. The model allows an estimation of the ideal selectivity
together with its solubility and diffusivity contributions, at various FS contents, for several gas pairs (O
2
/N
2
, CO
2
/N
2
, CO
2
/CH
4
,
CO
2
/H
2
), which are then compared to the experimental trends available.
■
INTRODUCTION
The family of polymers with intrinsic microporosity (PIMs) is
based on non-network polymers that are soluble and can be
processed easily with solvent-based methods, unlike conven-
tional microporous materials, and possess open structures due
to a rigid spirocyclic molecular scaffold.
1
The most studied
polymer of this class is the product of condensation of 5,5′,6,6′-
tetrahydroxy-3,3,3′,3′-tetramethyl-1,1′-spirobisindane and tetra-
fluoroterephtalonitrile, named PIM-1.
2−5
Such a polymer shows outstanding properties for the gas
separation of several industrial mixtures, for example, CO
2
/CH
4
and CO
2
/N
2
, for which they lie on or above the most recent
Robeson trade-off curve.
6
In the last six years, authors have tried to further improve
those features by adding various inorganic fillers to the polymer
matrix, such as functionalized multiwalled carbon nanotubes
(MWCNTs),
7
metal organic frameworks (MOFs), or micro-
porous and mesoporous molecular sieves of different kinds,
8
zeolitic imidazolate frameworks (ZIF-8),
9
or fumed silica
nanoparticles.
10
The latter case will be inspected and modeled
in this work, and we will introduce also some considerations on
other types of composite structures and properties.
The solubility and transport behavior of different penetrants
in mixed matrix membranes (MMM) obtained by adding
fumed silica (FS) nanoparticles to high-free-volume glassy
polymers shows rather unusual and unexpected features which
make it very hard to obtain reasonable predictions or
expectations for permeability, solubility, and diffusivity, simply
based on the behavior shown by the unloaded polymer
matrix.
11
Therefore, the importance of a reliable modeling
approach for the transport properties of those MMM is
apparent and of great impact in order to reduce the necessary
experimental effort to the essential minimum required.
The transport behavior of composite materials formed by
glassy polymers and silica nanoparticles cannot be described
with the conventional models for transport into “ideal”
composite systems, such as the Maxwell model, unless the
number of adjustable parameters is increased significantly to
take into account size and distribution of a possible third phase,
represented by the hypothetical additional void space between
polymer and particles.
11
On the other hand, in 2008 a
successful approach was proposed that allows a representation
of solubility and transport properties of several gases in MMM
obtained by adding dense nanoparticles of fumed silica in high
free volume glassy polymers such as poly(1-trimethylsilyl-1-
propyne) (PTMSP) and Teflon AF 1600 and 2400.
12−14
In the approach, the mixed matrix transport properties can be
quantitatively described by considering only two phases, silica
and polymer matrix, with the latter characterized by a different
fractional free volume (average density) with respect to the
pure unloaded polymer.
The diffusion coefficients in the mixed matrix are estimated
by means of the free volume theory applied to the polymer
phase, accounting for the increased tortuosity of the diffusive
path due to the presence of the impermeable filler particles.
Special Issue: Enrico Drioli Festschrift
Received: December 22, 2012
Revised: March 15, 2013
Accepted: March 20, 2013
Article
pubs.acs.org/IECR
© XXXX American Chemical Society A dx.doi.org/10.1021/ie303571h | Ind. Eng. Chem. Res. XXXX, XXX, XXX−XXX