The Journal of Physical Chemistry C · 2011 · 70 citations · 36 references
EngineeringChemical EngineeringChemistryPhysical ChemistryPolymer ChemistryTransport PhenomenaGas Separation MembranesMembrane MaterialsMembrane ModelingPolymer MembranesPolymer SimulationPolymeric MembranesAb Initio CalculationsAb Initio Molecular CalculationsFree Volume In MembranesGas PermeationGas Transport In PolymersGas Transport ModelingHydrogen BondingMicroporosity
We combine molecular simulations and ab initio calculations to investigate the permeation and separation of CO 2 /N 2 in polymers of intrinsic microporosity (PIMs) with different functional groups (cyano, trifluoromethyl, phenylsulfone, and carboxyl). A robust equilibration protocol is proposed to construct model membranes with predicted densities very close to experimental data. The fractional free volumes (FFVs) in PIM-1 (with cyano), TFMPS-PIM (with both trifluoromethyl and phenylsulfone), and CX-PIM (with carboxyl) are 45.2%, 42.1%, and 38.7%, respectively. Hydrogen bonding is observed to form among carboxyl groups and contributes to the lowest FFV in CX-PIM. From wide-angle X-ray diffractions, the estimated d -spacing distances agree well with available experimental results, and the chain-to-chain distance in CX-PIM is the shortest among the three membranes. Ab initio calculations reveal that the interaction energies between the functional groups and CO 2 decrease as carboxyl > phenylsulfone > cyano > trifluoromethyl; consistently, the simulated solubility coefficient of CO 2 is the largest in CX-PIM. The simulated diffusion coefficient decreases with reducing FFV and correlates well with FFV. While the sorption selectivity of CO 2 /N 2 increases in the order of PIM-1 < TFMPS-PIM < CX-PIM, the diffusion selectivity remains nearly constant; consequently, the permselectivity follows the same hierarchy as the solubility selectivity. This computational study provides microscopic insight into the role of functional groups in gas permeation and suggests that strong CO 2 -philic groups should be chosen to functionalize PIM membranes for high-efficiency CO 2 /N 2 separation.
36
Detailed molecular structure of a vinyl polymer glass
Doros N. Theodorou, Ulrich W. Suter · Macromolecules · 1985 · 876 citations
DL_POLY: Application to molecular simulation
William R. Smith, Chin W. Yong, P. Mark Rodger · Molecular Simulation · 2002 · 624 citations