Coarse-grained molecular dynamics simulations using explicit solvent models were performed to understand Nafion ionomer morphology in 1-propanol (NPA)/water solutions under various conditions (ionomer concentration, NPA/water fraction, and salt addition). The self-assembly behavior of ionomers into a cylindrical aggregate with a diameter of ∼2−3 nm was observed. At low ionomer concentration (≤5.0 wt %), the ionomer aggregate becomes smaller in size and thinner with increasing NPA fractions. At high ionomer concentration (7.5 wt %), the size of aggregates in a longitudinal direction increases significantly at high NPA fractions, suggesting that excess addition of NPA does not necessarily contribute to the dispersivity of ionomers, particularly at high ionomer concentration. These nonmonotonic behaviors of ionomer aggregation are controlled by the electrostatic repulsion among the sulfonate groups, which is determined by the balance among the dielectric constants of solvents, the distribution of hydronium ions, and the surface density of sulfonate groups. Upon the addition of salts, the size of aggregates increases significantly, and the formation of a larger disk-shaped aggregate and a secondary aggregate of multiple bundles for low and high NPA contents, respectively, was found.
The self-assembly of Nafion ionomer in a mixture of 1-propanol (NPA) and water was investigated using coarsegrained molecular dynamics simulations. Ionomer formation into cylindrical bundle-like aggregates is observed when the ionomer chain size is sufficiently large. The size of ionomer bundles decreases (the diameter decreased from~2.5 to~1.9 nm) with increasing NPA content, which indicates that the ionomers tend to be more dispersed at higher NPA content. The results of simulations are in good quantitative agreement with the stable size of an ionomer bundle estimated from our free energy calculations as well as the available experimental data. Furthermore, in contrast to the polarizable NPA model, the standard nonpolarizable NPA model shows the opposite trend that the ionomer size increases with increasing NPA content because of a higher localization of hydronium ions at the bundle surface, revealing that the polarization effect plays a significant role in determining the aggregation behaviors. The present study provides insight into the control of ionomer self-assembly toward obtaining targeted structures for specific purposes.
Coarse-grained
molecular dynamics simulations were performed to
understand the evolution of ionomer morphologies in solutions during
solvent evaporation. To reproduce experimental fabrication conditions,
the simulation conditions, such as evaporation and sedimentation rate,
were determined based on a dimensionless parameter, the Péclet
number, providing a direct link between simulation results and experimental
findings. The effects of ionomer loading and substrate wettability
on the morphologies of ionomer thin films after drying were investigated
extensively, which exhibit similar trends reported in experiments.
At low ionomer loading, a discontinuous patchy film with a minimum
thickness of ≈3 nm was formed on the hydrophobic substrate,
whereas a high-coverage continuous film of ≈2 nm thickness
was found on the hydrophilic substrate. At high ionomer loading, regardless
of the substrate wettability, a lamellar-like morphology with multiple
water-rich layers was observed, although the stability of the layer
structures and the ionomer surface roughness differ between the substrate
types because the substrate wettability strongly affects the adsorption
behaviors of ionomers and water as the first layer in the interfacial
region. Our findings of a decrease in the degree of phase segregation
with increasing thickness suggest an eventual collapse of the lamellar
structure at a certain thickness within a few tens of nanometers or
even thinner.
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