The total energy as a function of collective coordinates, , for upright and tilted structures are...
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The total energy as a function of collective coordinates, , for upright and tilted structures are plotted. Two types of frequency spectrum are calculated:
1.Coupled system: a geometry optimization is performed, collective coordinates are fully coupled with other degrees of freedom
2.Uncouple system: only a wavefunction optimization has been performed, no coupling with other degrees of freedom are considered
The results are well described with a Morse potential of form
The frequency of normal modes for both sidechain rotation and tilting are calculated from parameters D and .
Interfacial Structure and Dynamics in Fuel Cell MembranesAta Roudgar, Sudha P. Narasimachary and Michael Eikerling
Hydronium motion
Sidechain tilting
Sidechain rotating
2. Model of Hydrated Interfaces inside PEMs
1. Introduction
Effective properties (proton conductivity, water transport, stability)
hydrophobic phase
hydrophilic phase
Primary chemical structure• backbones• side chains • acid groups
Molecular interactions (polymer/ion/solvent), persistence length
Self-organizationinto aggregatesand dissociation
Secondary structure• aggregates • array of side chains• water structure
“Rescaled” interactions (fluctuating sidechains,mobile protons, water)
Heterogeneous PEM• random phase separation• connectivity• swelling
Focus on Interfacial Mechanisms of PT
Insight in view of
fundamental
understanding and
design:
Objectives
Correlations and mechanisms
of
proton transport in interfacial
layer
Is good proton conductivity
possible
with minimal hydration?
Assumptions:
decoupling of aggregate and side chain
dynamics
map random array of surface groups onto
2D array
terminating C-atoms fixed at lattice
positions
remove supporting aggregate from
simulation
Feasible model of hydrated interfacial layer
2. Stable Structural Conformation
Side view
fixed carbon positions
__3 3 23 x CF SO H + H O Unit cell:
Ab-initio calculations based on
DFT (VASP)
formation energy as a function
of dCC
effect of side chain modification
binding energy of extra water
molecule
energy for creating water defect
2D hexagonal array of surface groups
dCC
Structure
Collective
coordinate
Freq. of
couple system
(cm-1)
Freq. of
uncouple
system (cm-1)
Frequency of
normal mode
(cm-1)
upright Sidechain
tilting, θ
77.82 84.76
120- 150tilted 59.68 91.68
upright Sidechain
rotation, φ
95.87 217.44
tilted 74.59 227.55
Upon increasing sidechain there is a transition from “upright” to “tilted” structure occurs at dCC = 6.5Å
independent highly correlated
Formation energy as a function of sidechain separation for regular array of Triflic acid, CF3-SO3-H
Collective Coordinates and Minimum Reaction Path
Regular 10x10x10 grid of points is generated. Each point represents one configuration of the these three CCs.
At each of these positions a geometry optimization including all remaining degrees of freedom is performed.
The path which contains the minimum configuration energy is identified (as shown).
1 2 3
Frequency Spectrum obtained from AIMD Simulation
Three collective coordinates: hydronium motion r, sidechain rotation and sidechain tilting .
r
Car-Parrinello NVT simulation at T =
300K
Simulation time = 20ps
The frequency spectrum is calculated
as a
Fourier transform of velocity correlation
function:
Frequency of Normal Modes using Morse Potential Fit
Correlations in interfacial layer are strong function of sidechain density.
Transition between upright (“stiff”) and tilted (“flexible”) configurations at
dCC = 6.5Å involves
hydronium motion, sidechain rotation, and sidechain tilting.
Reducing interfacial dynamics to the evolution of 3 collective coordinates
enabled determination of
transition path (activation energy 0.55 eV).
The frequency of normal modes for sidechain rotation and tilting are
calculated using Morse potential
fit and compared with frequency spectrum from AIMD simulation.
2( ) (1 )V D e
• A. Roudgar, S. Narasimachary and M. Eikerling, J. Phys. Chem. B 110, 20469 (2006).• M. Eikerling and A.A. Kornyshev, J. Electroanal. Chem. 502, 1-14 (2001). K.D. Kreuer, J. Membrane Sci. 185, 29- 39 (2001).• C. Chuy, J. Ding, E. Swanson, S. Holdcroft, J. Horsfall, and K.V. Lovell, J. Electrochem. Soc. 150, E271-E279 (2003).• E. Spohr, P. Commer, and A.A. Kornyshev, J. Phys.Chem. B 106, 10560-10569 (2002).• M. Eikerling, A.A. Kornyshev, and U. Stimming, J. Phys.Chem.B 101, 10807-10820 (1997).
References
4. Conclusions
The largest formation energy E = -2.78 eV at dCC = 6.2 Å corresponds to the upright structure.
The tilted structure can be found in 3 different states:
- fully dissociated
- partially dissociated
- non-dissociated
• The fluctuations of sidechain rotation and sidechain tilting are responsible for proton transfer.• There is a weak coupling between collective coordinates and the rest of the degrees of freedom.• Low frequencies ≈ 100cm-1 are responsible for proton transfer.
Barrier energy = 0.55eV
2. Mechanism and Dynamics at Interface
Computational details
Understanding the effect of chemical architecture, phase separation, and random morphology on transport properties and stability of polymer electrolyte membranes (PEM) is vital for the design of advanced proton conductors for polymer electrolyte fuel cells.
Low temperature (T<100˚C), high degree of hydration, proton transfer in bulk, high conductivity
High temperature (T>100˚C), low degree of hydration, proton transfer at interface, conductivity?
Evolution of PEM Morphology and Properties
Car-Parrinello Molecular Dynamics (CPMD) using functional BLYP
Configuration energy as a function of and for couple system
Upright Tilted
Side view Top view
0 01
1( ) ( )
N
i ii
C t v t v t tN
Hydrogen bond breaking occurs