Marietjie J Ungerer1,2, David Santos-Carballal2,3, Abdelaziz Cadi-Essadek2, Cornelia G C E van Sittert1, Nora H de Leeuw2,4. 1. Laboratory for Applied Molecular Modelling, Research Focus Area: Chemical Resource Beneficiation, North-West University, Private Bag X6001, Potchefstroom 2520, South Africa. 2. School of Chemistry, Cardiff University, Main Building, Park Place, Cardiff CF10 3AT, United Kingdom. 3. Materials Modelling Centre, School of Physical and Mineral Sciences, University of Limpopo, Private Bag X1106, Sovenga 0727, South Africa. 4. Department of Earth Sciences, Utrecht University, Princetonplein 8A, 3584 CD Utrecht, The Netherlands.
Abstract
Platinum is a noble metal that is widely used for the electrocatalytic production of hydrogen, but the surface reactivity of platinum toward water is not yet fully understood, even though the effect of water adsorption on the surface free energy of Pt is important in the interpretation of the morphology and catalytic properties of this metal. In this study, we have carried out density functional theory calculations with long-range dispersion corrections [DFT-D3-(BJ)] to investigate the interaction of H2O with the Pt (001), (011), and (111) surfaces. During the adsorption of a single H2O molecule on various Pt surfaces, it was found that the lowest adsorption energy (E ads) was obtained for the dissociative adsorption of H2O on the (001) surface, followed by the (011) and (111) surfaces. When the surface coverage was increased up to a monolayer, we noted an increase in E ads/H2O with increasing coverage for the (001) surface, while for the (011) and (111) surfaces, E ads/H2O decreased. Considering experimental conditions, we observed that the highest coverage was obtained on the (011) surface, followed by the (111) and (001) surfaces. However, with an increase in temperature, the surface coverage decreased on all the surfaces. Total desorption occurred at temperatures higher than 400 K for the (011) and (111) surfaces, but above 850 K for the (001) surface. From the morphology analysis of the Pt nanoparticle, we noted that, when the temperature increased, only the electrocatalytically active (111) surface remained.
Platinum is a noble metal that is widely used for the electrocatalytic production of hydrogen, but the surface reactivity of platinum toward water is not yet fully understood, even though the effect of water adsorption on the surface free energy of Pt is important in the interpretation of the morphology and catalytic properties of this metal. In this study, we have carried out density functional theory calculations with long-range dispersion corrections [DFT-D3-(BJ)] to investigate the interaction of H2O with the Pt (001), (011), and (111) surfaces. During the adsorption of a single H2O molecule on various Pt surfaces, it was found that the lowest adsorption energy (E ads) was obtained for the dissociative adsorption of H2O on the (001) surface, followed by the (011) and (111) surfaces. When the surface coverage was increased up to a monolayer, we noted an increase in E ads/H2O with increasing coverage for the (001) surface, while for the (011) and (111) surfaces, E ads/H2O decreased. Considering experimental conditions, we observed that the highest coverage was obtained on the (011) surface, followed by the (111) and (001) surfaces. However, with an increase in temperature, the surface coverage decreased on all the surfaces. Total desorption occurred at temperatures higher than 400 K for the (011) and (111) surfaces, but above 850 K for the (001) surface. From the morphology analysis of the Pt nanoparticle, we noted that, when the temperature increased, only the electrocatalytically active (111) surface remained.
Increasingly,
global research is focusing on clean, renewable,
and sustainable energy production. Some of the more promising alternative
methods for the production of energy include wind,[1,2] solar,[3,4] hydroelectricity,[5−7] or combinations thereof.[8−13] Another potentially viable energy source is hydrogen (H2), which is an ideal energy carrier for a variety of fuel cell applications,
including in stationary, mobile, and portable power applications.[14]H2 gas can be produced via
a number of technologies,
including from carbon-based fuels[15] or
from renewable sources such as biomass[16] and water.[17,18] Among the different routes to
the production of H2, the non-carbon-based hybrid sulfur
(HyS) cycle has shown itself as a promising, potentially large-scale
process.[19,20] In this process, the net reaction is the
splitting of water into H2 and O2 via the electro-oxidation
of SO2/H2SO4. In this system, various
anode catalysts have been tested,[20] and
metallic platinum (Pt) consistently showed both high activity and
stability,[13,21,22] especially when it was supported on carbon particles. Moreover,
Pt is already used as a catalyst[23] in a
wide variety of reactions, where water acts as a reactant or spectator,
influencing the behavior of the surface.[24]Water has a complex structure; when monolayers are adsorbed
on
a surface, it does not only form two-dimensional structures, but it
can also create three-dimensional structures resembling bulk liquid
water.[25] Both computational and experimental
works have shown that water molecules on a metal surface are arranged
in several layers interacting through an extensive hydrogen-bond network.[26,27] It is therefore important in computational studies that appropriate
long-range dispersion interactions are included in the calculations
to describe accurately the water–metal interface,[28,29] for example, by employing density functional theory (DFT) methods
with van der Waals corrections.[30,31] Another challenge in
modeling the adsorption of water on a metallic surface is the high
fluctuations in the atomic positions in a liquid, which requires the
inclusion of several different configurations[32,33] in the initial computational setup. It has been shown[34,35] that the most reliable computational results are not necessarily
obtained via the addition of more waters to a surface but, more importantly,
by considering the way the water molecules interact with each other
through the creation of hydrogen bonds and higher-order structures,
including hexamers, heptamers, and octamers. However, the detailed
description of the binding of water molecules onto Pt surfaces is
still not complete, even though it is important for the improvement
of the catalytic properties of the Pt material that we understand
the fundamental reaction processes that take place on the Pt catalytic
surface. The starting point here will be an in-depth understanding
of the interactions between the water molecules and the metal surface
atoms.In this paper, we have used DFT calculations to predict
the interaction
of water with the Pt (001), (011), and (111) surfaces. We examine
the electronic properties of the system, including simulated scanning
tunneling microscopy (STM) images, the work function, and local densities
of states. Surface phase diagrams have also been generated through
consideration of the surface free energies and water chemical potential
to determine the effects of temperature and pressure on the surface
coverage. The aim of our study was the development of a comprehensive
understanding of the water–surface chemistry, including adsorption
and desorption and the effect of water on the electrocatalytically
active surfaces of platinum metal.
Computational
Methods
Calculation Details
The Vienna Ab
Initio Simulation Package (VASP)[36−39] was used to simulate the Pt surfaces
and their interactions with water. The projector augmented wave (PAW)[40,41] potential was employed to describe the interaction between the valence
and the core electrons. The core electrons of Pt and O were defined
up to and including the 5p and 1s orbitals, respectively. For the
H atoms, all the electrons were treated as valence electrons. The
Perdew, Burke, and Ernzerhof (PBE)[42,43] functional
within the generalized gradient approximation (GGA) was applied in
all calculations. Plane waves were included to a cutoff of 400 eV.
The Methfessel–Paxton scheme order 1[45] was used with a smearing of 0.05 eV to determine the partial occupancies
during geometry optimization, ensuring an electronic entropy of less
than 1 meV·atom–1. However, the tetrahedron
method with Blöchl corrections[46] was used in the final static simulations to obtain accurate total
energies, charges, and density of states. The electronic and ionic
optimization criteria were 10–5 eV and 10–2 eV·Å–1, respectively, and the conjugate
gradient technique was adopted for the geometry optimizations.Pt has an Fm3̅m crystal structure.[47] The bulk Pt structure was calculated within
a primitive face-centered cubic (fcc) cell using a Γ-centered
17 × 17 × 17 Monkhorst-Pack[48]k-point mesh. Our calculated fcc Pt lattice constant
was 3.926 Å, in excellent agreement with the experimental value
of 3.924 Å.[49,50]The Pt (001), (011), and
(111) surfaces were investigated by simulating
the periodic p(3 × 3), p(3 × 3), and p(4 × 4) supercells,
respectively, which were generated from the bulk using the METADISE
code.[51] Vacuum of 15 Å, in the z direction, was added to avoid interaction between the
neighboring cells. Four atomic layers were considered for the slabs,
and the surface areas of the supercells were 138.17, 196.18, and 106.79
Å2 for the (001), (011), and (111) surfaces, respectively.
The atoms in the two bottom layers of the supercell were fixed in
the calculated bulk locations, and the atoms in the remaining two
layers were allowed to relax. A Γ-centered 7 × 7 ×
1 Monkhorst-Pack k-point grid was used in all the
surfaces to sample the Brillouin zone.The unrelaxed (γu) and relaxed (γr) surface energies were
determined using eqs and 2, respectivelywhere Eslab, u, Eslab, r, and EPt, bulk are the energies of the unrelaxed
slab, the half-relaxed slab, and the bulk, respectively. NPt, slab and Aslab represent
the number of Pt atoms in the slab and the surface area of the slab,
respectively. The percentage of relaxation (R) was
calculated as the difference between the unrelaxed and relaxed surface
energies, divided by the unrelaxed surface energy, multiplied by 100.Atomic charges were obtained using the Bader analysis,[52−55] which partitions space into nonspherical atomic regions enclosed
by local minima in the charge density. The Tersoff–Hamann[56] approach was used to simulate scanning tunneling
microscopy (STM) images. In this approach, the tunneling current is
proportional to the local density of states (LDOS) of the surface
at the position of the tip integrated between the Fermi level and
the applied bias. The STM images were mapped in terms of the height
as a function of the tip position over the surface using the HIVE[57] program.The isolated H2O molecule
was modeled in a periodic
box of 12 × 13 × 14 Å3 to ensure negligible
interaction with its images of neighboring cells. The Gaussian smearing
scheme[45] was used during geometry optimization
and energy calculations with a smearing of 0.05 eV. A Γ-centered
1 × 1 × 1 Monkhorst-Pack[48]k-point mesh was also used. Dipole corrections were added
in all directions, and the H2O molecule was computed without
symmetry.
Coverage-Dependent Surface Energies
The average adsorption energy Eads per
water molecule on the Pt surface was calculated as follows[58]where Eslab, r, Eslab, r, and Ew are the energies of the slab with the water molecules
adsorbed,
the clean surface, and the isolated water molecule, respectively. Nw corresponds to the number of adsorbed water
molecules.To determine the thermodynamics of different H2O coverages on Pt (001), (011), and (111) surfaces, the surface
free energy (σ) is calculated for different temperatures (T) and H2O chemical potential (μw). The resulting change in surface free energy upon H2O adsorption is denoted asSurface coverage (θ)
represents the number of adsorbed water molecules (Nw) divided by the total number of adsorption sites (N) asθ = 0 indicates that
no adsorption has taken place, while θ =1 shows that adsorption
has reached a monolayer.The chemical potential of molecular
H2O in the gas phase
can also be expressed aswhere Ew is the DFT energy of the H2O molecule,
ΔGw(T, p0) is the Gibbs free energy difference per H2O molecule
between 0 K and T at p0 = 1 bar, which has been extracted from thermodynamic tables.[59] The last term () denotes
the free energy change of H2O gas at constant temperature
(T) when the
partial pressure changes from p0 to p. To express the chemical potential, independent of the
calculated quantities, the energy of water was omitted from eq and added to eq .To determine the effect
of H2O adsorption on the Pt
(001), (011), and (111) surfaces, Wulff morphologies[60] were constructed using the GDIS program.[61] The equilibrium Wulff crystal is constructed, assuming
that the distance of the crystal face (d001, d011, d111) to the center of the nanoparticle is proportional to their surface
free energies as
Results
and Discussion
Surface Structures
Figure shows the
side and top views
of the Pt (001), (011), and (111) surfaces as constructed for our
simulations. All three surfaces are planar, bulk-terminated structures,
with four layers in each slab. All three surfaces were nonpolar, with
the Pt (001) being a smooth surface, Pt (011) being atomically rough
and forming channels on the surface, and Pt (111) again being smooth
with an fcc arrangement. It has been shown that long-range dispersion
approximations influence not only the lattice parameters of a modeled
surface, but also the surface energy of the surface.[62] To optimize the geometry of the Pt (001), (011), and (111)
surfaces, three different long-range dispersion approximations were
tested, including (i) without dispersion interactions (DFT), (ii)
the DFT-D2 method of Grimme,[63] (iii) the
zero damping DFT-D3 method of Grimme,[64] and (iv) the DFT-D3 method with Becke–Johnson damping.[44]
Figure 1
Side and top views of the Pt (001), (011), and (111) surfaces.
The symmetrically inequivalent adsorption sites for H2O
are indicated, that is, fourfold hollow (4F), bridge (B), atop (A),
face-cubic centered (fcc), and hexagonal close packed (hcp) sites.
The gold color is used throughout this paper for Pt.
Side and top views of the Pt (001), (011), and (111) surfaces.
The symmetrically inequivalent adsorption sites for H2O
are indicated, that is, fourfold hollow (4F), bridge (B), atop (A),
face-cubic centered (fcc), and hexagonal close packed (hcp) sites.
The gold color is used throughout this paper for Pt.Table shows
the
lattice parameters, relaxed and unrelaxed surface energies, and the
surface areas for the Pt (001), (011), and (111) surfaces, as determined
using the different long-range dispersion correction approximations.
From the lattice parameters, it was seen that the best correlation
was obtained using the DFT-D3(BJ) method, followed by the DFT-D3,
DFT, and DFT-D2 methods. The experimental lattice parameter of Pt
is 3.925 Å,[65] which was overestimated
by 0.03 and 1.1% by the DFT-D3(BJ) and standard DFT methods, while
with DFT-D3 and DFT-D2, it was under-estimated by 0.2 and 2.1%, respectively.
In terms of surface energy, all methods followed the same trend where
Pt (111) has the lowest surface energy, followed by the (001) and
(011) surfaces. An experimental surface energy of 2.48 J/m2 has been reported in the literature,[66] and compared to this prior investigation, the DFT method underestimates
the energies by 48, 37, and 65% for the Pt (001), (011), and (111)
surfaces, respectively, while DFT-D2 overestimates the energies for
all three surfaces by 68, 78, and 60%, respectively. The best correlation
for surface energies was with DFT-D3 and DFT-D3(BJ) methods, both
of which have less than 18% deviation for all the surfaces with respect
to the experiment, which also correlated with the literature.[67]
Table 1
Lattice Parameters
(a) for the Bulk Pt System, Unrelaxed (γu) and Relaxed
(γr) Surface Energies, Percentage of Relaxation (R) and the Surface Areas (A) for the Pt (001), (011) and
(111) Surfaces Calculated with Several Long-Range Dispersion Correction
Methodsa
surface
parameter
DFT
DFT-D2
DFT-D3
DFT-D3(BJ)
other works
a (Å)
3.968
3.841
3.918
3.926
3.924[49,50]
Pt (001)
γu (J/m2)
1.327
4.170
2.580
2.472
γr (J/m2)
1.294
4.166
2.575
2.462
1.81,[70] 2.17[69]
R (%)
2.48
0.09
0.23
0.40
A (Å2)
141.68
132.76
138.17
138.72
Φ (eV)
5.89
5.66[70]
d-band center (eV)
–2.24
Pt (011)
γu (J/m2)
1.639
4.461
2.789
2.691
γr (J/m2)
1.557
4.407
2.710
2.615
1.85,[70] 2.37[71]
R (%)
5.03
1.22
2.83
2.83
A (Å2)
200.36
125.16
195.40
196.18
Φ (eV)
5.49
5.26[70]
d-band center (eV)
–2.00
Pt (111)
γu (J/m2)
0.871
3.961
2.209
2.055
γr (J/m2)
0.866
3.961
2.193
2.046
1.49,[70] 2.49[72]
R (%)
0.62
1.05
0.72
0.43
A (Å2)
109.07
102.20
106.36
106.79
Φ (eV)
5.64
5.69[70]
d-band
center (eV)
–2.44
–2.45[73]
The work function (Φ) and
d-band center values for these surfaces were only calculated using
the DFT-D3(BJ) method.
The work function (Φ) and
d-band center values for these surfaces were only calculated using
the DFT-D3(BJ) method.A
number of calculations were benchmarked using the opt-PBE self-consistent
van der Waals functional[29,68] and found the lattice
parameter of 3.841 Å, which compares to the DFT-D2 method. Furthermore,
the unrelaxed (γu) and relaxed (γr) surface energies were underestimated at 1.633 and 1.603 J/m2, respectively, when compared to 2.17 eV obtained with the
modified embedded-atom method.[69]Taking all of the data into consideration, the DFT-D3(BJ) setting
gave the best agreement with the experimental lattice parameter, but
a range of different values for the surface energy have been reported.
Comparing the surface energy determined with the different methods
for the three surfaces to the experimental value of 2.49 J/m2,[72] it can be seen that the DFT-D3(BJ)
method gave the best agreement and was therefore used in the determination
of the surface properties and adsorption energies in the following
sections.The work function, a descriptor inversely related
to chemical reactivity,
was calculated for the pristine Pt (001), (011), and (111) surfaces
(Table ), where it
was determined that removing an electron would be the easiest from
the (001) surface, followed by the (111) and (011) surfaces. The literature
also reports this tendency,[70] with the
lowest work function for the (011) surface, followed by (001) and
(111) surfaces, which were, however, dependent on the surface area
and modeling approximation used. The work function alone cannot be
used to predict reactivity though as it is dependent on the surface
properties, as well as the temperature.[74]The positions of the d-band center have been used before to
explain
adsorption tendencies on transition metal surfaces.[75] The general trend is that the higher in energy the occupied
d-states, the stronger the bond with a molecule that accepts electrons
from the metal. Among the three surfaces, it was calculated (Table ) that the Pt (111)
surface had the highest d-band center energy, followed by the (001)
and (011) surfaces. We found that our calculated d-band center for
the Pt (111) surface is in excellent agreement with the value of −2.45
eV reported by Xin et al.[73]STM images
were simulated for the optimized Pt surfaces and derived
from the spatial distribution of the valence band states in the vicinity
of the Fermi level (EF). Figure shows our STM images for the
Pt (001), (011), and (111) surfaces. For Pt (001), a checker board-like
structure can be seen, which is similar to the pattern reported for
Cu(100)[76] and Ag(100).[77] For Pt (011), the grooves formed in the [001] direction
on the surface are evident, with every second row higher in the surface
shown in a darker color, which means that they are closer to the scanning
tip. The alternating rows in the [010] direction are lower and therefore
in a lighter gray color. This missing row arrangement was also reported
by Feenstra and Hla[78] for the isostructural
fcc Au (110) surface. The STM image of the Pt (111) shows the honeycomb
structure of Pt, as reported in previous experimental findings.[79] As these are all pristine surfaces, no deformations
or reconstructions were observed.
Figure 2
Simulated STM images of the Pt (001),
(011), and (111) surfaces.
The density (ϱ), tip distance (d), and bias
(ΔV) are also indicated.
Simulated STM images of the Pt (001),
(011), and (111) surfaces.
The density (ϱ), tip distance (d), and bias
(ΔV) are also indicated.
Single H2O Molecule Adsorption
Figure shows the
side and top views of the Pt (001), (011), and (111) surfaces, where
we have indicated all the possible unique adsorption sites for H2O. The (001) and (011) surfaces have fourfold hollow (4F),
bridge (B), and atop (A) sites, while the (111) surface has bridge
(B), top (T), face-centered cubic (fcc), and hexagonal close-packed
(hcp) sites. Three different adsorption modes[80] were investigated on each surface, one where the H2O
molecule is parallel to the Pt surface and all three atoms could interact
with the surface, the second where one H was turned upward and only
the OH could interact with the surface, and the third where one of
the H atoms was turned downward to interact with the Pt surface. All
three adsorption modes were investigated for each adsorption site
shown in Figure .Water on metal surfaces is usually believed to be intact, except
when coadsorbed with other molecules or atoms.[82,83] However, a recent DFT study has suggested that a water bilayer on
Ru (0001) is half-dissociated, with one O–H bond broken in
the dissociated water molecules.[84] In another
study of water bilayers on Pt, up to 9% of the H2O molecules
dissociated.[34] Even though it would be
less likely to have a single molecule of water dissociate on the surface,
it was still decided to include the (001)diss data for
both single adsorption and higher surface coverage. For reasons of
comparison, it was also decided to include the most stable dissociation
configurations on both the (011) and (111) surfaces. The most stable
structures found for the adsorption of the water monomer on top of
the Pt surfaces are shown in Figure , with the bond distances and angles of the adsorbed
H2O with respect to the Pt surfaces listed in Table .
Figure 3
Lowest energy adsorption
sites of H2O on Pt (001), (011),
and (111) surfaces. Pt (001)diss and Pt (001)mol indicate the adsorption of dissociated and molecular H2O, respectively. The atom colors red, white, and gold denote oxygen,
hydrogen, and platinum atoms, respectively. The lighter gold color
is used to distinguish between the platinum atoms of different layers.
Table 2
Adsorption Energy (Eads), Bond Distance (d), and Angles (∠)
as well as the Simulated Wavenumbers (cm–1) of the
Fundamental Vibrational Modes of the Adsorbed H2O Molecule
on the Pt (001), (011), and (111) Surfacesa
parameter
(001)diss
(001)mol
(011)diss
(011)mol
(111)diss
(111)mol
literature
Eads (eV)
–1.758
–1.675
–0.258
–0.699
–0.380
–0.464
d (Å)
O–Pt
2.096
2.311
2.225
2.240
2.169
2.386
H–Pt1
2.531
2.831
2.619
3.050
2.591
2.973
H–Pt2
2.956, 1.754
2.786
3.292, 1.714
2.430
3.317, 1.873
3.164
∠ (°)
H–O–H
104.55
103.76
104.94
104.48b
Pt–O–H
104.55
97.94
102.51
99.40
104.14
97.72
νasym (cm–1)
3558
3617
3620
3572
3684
3756c, 3727d
νsym (cm–1)
3521
3178
3574
3657c, 3613d
δ
(cm–1)
1365
1547
1524
1118
1553
1595c, 1552d
Δq (e)
–0.393
0.109
–0.458
0.095
–0.338
0.087
The presented vibrational modes
are the asymmetric stretching (νasym), symmetric
stretching (νsym), and bending (δ) modes. Charge
transfer (Δq) for H2O adsorption
on the different Pt surfaces is also given.
Experimental value.[81]
Experimental frequency
values.[86]
Other modeled vibrational data.[87]
Lowest energy adsorption
sites of H2O on Pt (001), (011),
and (111) surfaces. Pt (001)diss and Pt (001)mol indicate the adsorption of dissociated and molecular H2O, respectively. The atom colors red, white, and gold denote oxygen,
hydrogen, and platinum atoms, respectively. The lighter gold color
is used to distinguish between the platinum atoms of different layers.The presented vibrational modes
are the asymmetric stretching (νasym), symmetric
stretching (νsym), and bending (δ) modes. Charge
transfer (Δq) for H2O adsorption
on the different Pt surfaces is also given.Experimental value.[81]Experimental frequency
values.[86]Other modeled vibrational data.[87]On the (001) surface,
two very different configurations released
the largest adsorption energies, that is, dissociated and molecular
H2O, which will be denoted as (001)diss and
(001)mol, respectively. In the case of (001)diss, the OH group and dissociated H atom sat in the bridge hollow site,
with the O–Pt distance at 2.096 Å, hydroxy H–Pt1
distance at 2.531 Å, and hydroxy H–Pt2 distance at 2.956
Å. The H–Pt2 distance for the dissociated H was 1.754
Å. When associatively adsorbed on Pt (001)mol, the
H2O molecule laid parallel to the Pt surface with the H
atoms directed toward the bridge hollow position, where the O–Pt
distance was 2.311 Å and the H–Pt distances were 2.831
and 2.786 Å for Pt1 and Pt2 (Figure ), respectively. The H–O–H
angle correlated with experimental values at 104.48°,[81] suggesting that the water was physisorbed.On the (011) surface, one of the hydrogens of H2O is
pointing along the direction of the ridge it is adsorbed to, whereas
the other H points toward the neighboring ridge, as can be seen in Figure . The O–Pt
distances on the (011) surface are slightly shorter than on the other
surfaces, although the H–O–H angle differs by less than
1° from the calculated value for Pt (001). In the dissociated
system Pt (011)diss, the OH group is bound at the oxygen
to the surrounding Pt atoms on the neighboring ridges, following the
direction of the valley. The dissociated H atom is bound in a bridge
position between two Pt atoms on the ridge, which was also found by
Shi and Sun.[85]Similar to the Pt
(001)mol adsorption, on the (111)
surface, the H2O molecule adsorbs flat, with one H atom
directed toward a surface Pt (Pt1) and the other in the direction
of an fcc Pt (Pt2) (Figure ). Carrasco and co-workers[30] also
showed that the most stable single H2O molecule adsorption
was parallel atop the Pt atom. In this work, the O–Pt distance
was calculated at 2.386 Å, and the H–O–H angle
was calculated at 104.94°, while in the literature, the O–Pt
distance was reported as between 2.49 and 2.82 Å, depending on
the type of dispersion correction method used in the calculations.[30] Similar to our work on the pristine surfaces,
Carrasco and co-workers[30] have found that,
when either no dispersion correction, opt-PBE, or opt-B88[29] was added, the O–Pt distance correlated
with our work, but when revPBE was used, it was overestimated by 15%.
The DFT-D3(BJ)[44,64] method we have used is geometry-dependent
and therefore accounts for the coordination number of the adsorbed
atoms. Our simulations suggest that water may bind more strongly to
the Pt (111) surface than was found previously.[30] Similar to the (001)diss and (011)diss systems, adsorption of the dissociated H2O on the (111)
surface showed that the OH group is in the bridge position, where
the oxygen is bound to two neighboring Pt atoms. The dissociated hydrogen
was in a neighboring fcc hollow site, which was also reported as energetically
the most stable adsorption manner of hydrogen on the Pt (111) surface
by Shi and Sun.[85]The adsorption
energy for a single water molecule, Nw = 1, was calculated to be much larger on the (001) surface
than the (011) and (111) surfaces, indicating that adsorption and
dissociation are favored on the (001) surface. Carrasco and co-workers[30] reported monomer adsorption energies for the
Pt (111) surface between −0.24 and −0.40 eV, again depending
on the dispersion correction approximation chosen. These values are
in fair agreement with our adsorption energy calculated for the (111)
surface, again indicating somewhat stronger binding in this study
compared to the literature.[30] Comparing
the adsorption energy of the dissociated water on all the surfaces,
it can be seen that it was energetically favored on the (001) surface,
followed by the (111) and (011) surfaces. As part of the opt-PBE benchmarking,
for the adsorption of both molecular and dissociative adsorption of
H2O, we found the values to be slightly endothermic at
0.108 and 0.098 eV, respectively, which differed by more than 0.5
eV from reported values.[30]Table lists the
simulated wavenumbers of the fundamental vibrational modes of the
adsorbed H2O molecule on the (001), (011), and (111) surfaces,
which include the asymmetric stretching (νasym),
symmetric stretching (νsym), and bending (δ)
vibrational modes. For completeness, the data for the dissociated
H2O adsorptions were also included. For the dissociated
H2O, we can only report the OH stretching at 3558 cm–1, which falls within 100 cm–1 for
the stretching and bending modes, when we compare our vibrational
results with experimentally measured values.[86] Comparing our results with modeled vibrational data, these were
again within 60 cm–1 for the single H2O molecule on Pt (111).[87] Due to the way
the dissociated H2O adsorbed onto the (011) surface, no
OH stretching could be calculated.From the charge analysis
in Table , in the
case of the dissociated H2O, it
was observed that electrons between 0.3 and 0.5 e– were transferred from the Pt surfaces to the molecule, whereas in
the adsorption of H2O on all three surfaces, the molecule
provided ∼0.1 e– to the Pt surface. Figure shows the isosurfaces
of the electron density difference between H2O and the
Pt surfaces, which was calculated by subtracting the electron density
of a pristine Pt surface and that of a single H2O molecule
from the total electron density of the modeled system using the same
geometries. Yellow and blue represent positive (electron-depleted)
and negative (electron-gained) electron densities, respectively. As
expected, in the (001)diss system, the dissociated H atom
was electron-depleted (Δq = 0.623 e–) relative to the surrounding Pt atoms, whereas the OH part followed
a more complex pattern. However, from the Bader charge of each atom,
it was seen that the OH group, as a whole, gained electrons (Δq = −1.016 e–). Dissociation on
the (111) surface showed similar results, where H was electron-depleted
(Δq = 0.639 e–) and the OH
group gained electrons (Δq = −0.977
e–). However, even though the (011) surface follows
the same trend, the values differ, with H becoming more electron-depleted
(Δq = 1.000 e–) and OH gaining
nearly another 50% more electron density (Δq = −1.458 e–). In contrast, for molecular
adsorption, that is, the (001), (011), and (111) systems, electrons
were donated from the molecule to the surface, and as also suggested
by the positive Δq values from Table , the adsorption energies followed
the same trend as the charge transfer values.
Figure 4
Isosurfaces of the electron
density difference between H2O and Pt (001), (011), and
(111), both for the molecular and dissociative
adsorbed systems. Yellow and blue represent positive (electron-gained)
and negative (electron-depleted) electron densities with ±0.00098,
±0.00101, and ± 0.00252 e/Å3 for the molecular
isosurfaces and ±0.00255, ±0.00239, and ±0.00276 e/Å3 for the dissociative isosurfaces, respectively, for Pt (001),
(011), and (111).
Isosurfaces of the electron
density difference between H2O and Pt (001), (011), and
(111), both for the molecular and dissociative
adsorbed systems. Yellow and blue represent positive (electron-gained)
and negative (electron-depleted) electron densities with ±0.00098,
±0.00101, and ± 0.00252 e/Å3 for the molecular
isosurfaces and ±0.00255, ±0.00239, and ±0.00276 e/Å3 for the dissociative isosurfaces, respectively, for Pt (001),
(011), and (111).
H2O Surface Coverage
To
consider the effect of surface coverage, the number of adsorbed H2O molecules (Nw) was increased
until a monolayer was obtained on all Pt surfaces. The lowest energy
configurations for single H2O adsorption were used as the
initial geometries for the increasing surface coverages. More than
30 configurations for each surface and at different coverages were
considered, with the lowest energy configurations shown below. Figure shows the geometries
of water molecules with increasing coverages of molecularly adsorbed
H2O until full coverage was reached. As the concentration
increased, the adsorbed H2O molecules tend to form hexagonal
rings when the metal surface allows, as could be expected from the
hexagonal structure of water ice I as a result of donor and acceptor
hydrogen bonding between water molecules. As already mentioned, owing
to the observation of water dissociation on the Pt surface, we considered
that it would be interesting to see how H2O would behave
in its dissociated state when a surface is fully covered, as shown
in Figure . However,
as the surface coverage increased, the mode of adsorption remained
the same; no further dissociation or recombination occurred during
the geometry optimizations.
Figure 5
Molecularly and dissociatively adsorbed H2O coverage
on the Pt (001) surface.
Molecularly and dissociatively adsorbed H2O coverage
on the Pt (001) surface.Similarly, it was seen
on the (011) surface in Figure that the adsorption manner
of H2O did not change as the surface coverage increased.
Hydrogen bonds formed between every successive H2O, leading
to the formation of water strands in the channels of the (011) surface.
Figure 6
Molecularly
adsorbed H2O coverage on the Pt (011) surface.
Molecularly
adsorbed H2O coverage on the Pt (011) surface.Figure shows
the
surface coverage on the (111) surface. Compared to the other surfaces,
the mode of adsorption changed the most, explaining the formation
of penta- or hexagonal rings on the surface. For all the Pt surfaces,
it was seen that, if the subsequent H2O molecules were
situated more than one adsorption site away from each other, then
the adsorption geometry stayed the same as for the single molecule,
suggesting that they behave as isolated adsorbates. However, if the
adsorption sites were next to each other, then the geometry changed:
the OH fragment would be parallel to the surface with the second H
either pointing toward or away from the surface. At higher coverages
(θ > 0.5), the H2O molecules formed hexagonal
rings
on the surfaces, as reported previously in the literature.[33,88,89] More hydrogen bonds between the
H2O molecules also lead to larger average adsorption energies.
Figure 7
Molecularly
adsorbed H2O coverage on the Pt (111) surface.
Molecularly
adsorbed H2O coverage on the Pt (111) surface.Figure shows
the
calculated average adsorption energy as a function of the surface
coverage of H2O. For Pt (001)diss, the value
of Eads per water molecule decreased with Nw, which indicates that, although adsorption
energies per water molecule remain negative, initial adsorption of
isolated water was more favorable than higher coverages. In the case
of molecular H2O adsorption Pt (001)mol, Eads decreased with Nw up to 50% surface coverage, after which the adsorption energy stabilized
around −0.8 eV/H2O. This trend indicates that this
surface has a high affinity to adsorb one to four H2O molecules
and that, even with more H2O molecules and a subsequently
increase in hydrogen bonds, the energy still plateaued. For both Pt
(011) and (111) surfaces, the overall value of Eads increased somewhat as Nw increased,
indicating that these two surfaces have the highest affinity for H2O adsorption and full coverage. In this case, more water molecules
will cover the surface, which could mean that a catalytic reaction,
for instance, between SO2 and H2O could drive
the reaction forward to produce more H2.
Figure 8
Average adsorption energy
as a function of the H2O coverage
for the Pt (001), (011), and (111) surfaces.
Average adsorption energy
as a function of the H2O coverage
for the Pt (001), (011), and (111) surfaces.Figure shows the
effect of H2O coverage on the surface work function. It
can be seen that the trend in the work function is to decrease with
increasing surface coverage for all three surfaces. As more H2O molecules are adsorbed, more electrons are transferred to
the Pt surface, leading to the reduction of the work function. Similarly
to our findings, Meng and co-workers[34] reported
that the work function decreased from 5.8 to 5.0 when the Pt (111)
surface increased its H2O coverage up to θ = 0.7.
Figure 9
Work function
(eV) as a function of H2O coverage for
Pt (001), (011), and (111) surfaces.
Work function
(eV) as a function of H2O coverage for
Pt (001), (011), and (111) surfaces.Another measure of the surface reactivity is the position of the
d-band center.[90,91] According to this model, a downward
shift with respect to the Fermi level, that is, a smaller d-band center
value, leads to the formation of a larger number of conduction states,
which can accept electrons from the adsorbed H2O molecules.
For the pristine surfaces, the d-band center values were in the order
of (111) < (001) < (011), which is in line with the surface
energies. However, after adsorption of more H2O molecules,
no distinct correlation was found in this instance. Although it has
been shown previously that there is a link between the electronic
and electrocatalytic properties of transition metals, the relationship
between the d-band center and electrocatalytic activity is more complex
and does not always show a direct correlation.[92]To distinguish between the two competing processes,
dissociation
and association (i.e., molecular adsorption), and the most likely
adsorption mode to occur, the thermodynamic effect of water coverage
on the different Pt surfaces was investigated. Equation was used to quantify the relationship between
the pressure and the chemical potential at different temperatures.
In Figure a, we
plot the H2O pressure against the chemical potential at
different temperatures, while in Figure b,c, we present the effect of the coverage
on the surface free energies in terms of the chemical potential (μw/eV) for the dissociatively and molecularly adsorbed H2O molecules on the Pt (001) surface. The region between the
dashed lines represents the chemical potential of the experimental
conditions, where the HyS cycle is operated at an ambient pressure
of 1 atm and 298–400 K.
Figure 10
(a) Pressure (log P)
versus chemical potential
(μw) of H2O at different temperatures
and (b, c) effect of surface energy (Δσ) versus chemical
potential as a function of increased coverage for the molecularly
and dissociatively adsorbed H2O molecules on the Pt (001)
surface. The region between the dashed lines represents the experimental
conditions for the HyS cycle (1 atm, 298–400 K).
(a) Pressure (log P)
versus chemical potential
(μw) of H2O at different temperatures
and (b, c) effect of surface energy (Δσ) versus chemical
potential as a function of increased coverage for the molecularly
and dissociatively adsorbed H2O molecules on the Pt (001)
surface. The region between the dashed lines represents the experimental
conditions for the HyS cycle (1 atm, 298–400 K).In Figure b,
each colored line represents different coverages of the dissociated
H2O molecule on the (001) surface as a function of the
surface energy and chemical potential. Overall, it was found that
the pressure did not have a significant effect on the behavior of
the surfaces. As the chemical potential decreases, the surface energy
increases until total dehydration of the surface occurs. Under the
HyS cycle reaction conditions, the (001) surface has a coverage of
2.16 H2O·nm–2. If the temperature
decreases or pressure increases, the surface coverage decreases to
0.72 H2O·nm–2, but even at low temperatures,
the surface does not form a monolayer of dissociated H2O.Similarly, for the molecularly adsorbed water molecules
on the
Pt (001) surface (Figure c), we observe that, as the chemical potential decreases,
the surface energy increases. In the experimental region, irrespective
of temperature or pressure, the surface coverage was 6.49 H2O·nm–2, that is, much higher coverage than
for the dissociated water molecule. Molecular and ensuing dissociative
water adsorptions are, to some extent, competing processes. Although
we have considered the processes separately, rather than in a system
containing both types of adsorption, the results shown in Figure b,c indicate that
it is unlikely that all H2O molecules on the (001) surface
will dissociate. Although dissociation of one H2O was favored
on the (001) surface, subsequent water adsorption beyond a fairly
low coverage is likely to remain bound molecularly. The chemical potential
versus surface energy graphs for the (011) and (111) surfaces are
displayed in the Supporting Information.Surface phase diagrams in terms of pressure and temperature for
molecular water adsorption at the Pt (001), (011), and (111) surfaces.Figure shows
surface phase diagrams, which are constructed by considering the effect
of pressure and temperature on the H2O coverages. The (001)mol system shows that, under the HyS cycle reaction (experimental)
conditions, the surface will have a full coverage. The coverage changes
from θ = 1 to 0.22 for temperatures higher than 400 K, and we
see that complete desorption occurs at temperatures higher than 850
K. The (011) surface has full coverage at low temperatures, but as
the temperature increases, especially in the region between 400 and
450 K, the coverage changes from 1 to 0. In contrast to these two
surfaces, the (111) surface has only two surface coverages, either
fully hydrated or dry, depending on the temperature. Complete water
desorption occurs around 1 atm and 425 K.
Figure 11
Surface phase diagrams in terms of pressure and temperature for
molecular water adsorption at the Pt (001), (011), and (111) surfaces.
Under the HyS cycle
reaction conditions, adsorption of water to
full coverage will occur on all pristine Pt surfaces. However, if
the temperature during an experiment were to increase above 400 K,
the water will start to desorb from the surface. Further temperature
increases, that is, from 450 K for (011) and (111), and 800 K for
(001), will dry out the catalyst, which will make it unsuitable for
the electro-oxidation of SO2 as no H2O will
be present. This, in turn, will impact negatively on the efficiency
of the HyS cycle. Comparing our results with experimental thermal
desorption values, it has been reported that, even at the lowest coverages,
water desorbs from the (111) surface in two peaks, 179 and 196 K,
and at higher coverages, there are three distinct peaks from physisorbed
water, 160–167, 170–171, and 177–180 K, ascribed
to multilayer ice, a bilayer region, and a nonbilayer region, respectively.[93,94]If the surface energies are used to construct nanoparticle
morphologies,
following the Wulff construction method,[60] we can visualize the effect of the water chemical potential on the
Pt nanoparticles (Figure ). The dry morphology was constructed from the free energies
of the surfaces without adsorbed H2O molecules. The dry
nanoparticle shows all three major Pt surfaces, producing a rhombicuboctahedron
structure with 8 truncated triangular (111) faces, 12 truncated (011)
faces, and 6 square (001) faces.
Figure 12
Wulff morphology of Pt nanoparticles:
dry and hydrated at a temperature
of 0 K and higher than 298.15 K.
Wulff morphology of Pt nanoparticles:
dry and hydrated at a temperature
of 0 K and higher than 298.15 K.The hydrated Wulff morphologies were constructed using surface
free energies, taking both the temperature and pressure of the adsorbed
H2O into account. Looking at the morphology constructed
at 0 K, only the (001) and (111) surfaces are expressed. This truncated
octahedron (six square and eight hexagonal faces) was also reported
by Shi and Sun[85] at 0 K, where the nanoparticle
expressed 86% of the (111) surface and 14% of the (110) surface. Three
temperatures (298.15, 400, and 800 K) at pH2O = 1 atm were chosen to present the effect of temperature change
on the Pt morphology. An increase in temperature changed the Pt morphology
to one where only the (111) surface was expressed at all these temperatures,
shown as the third octahedron morphology (eight triangular faces)
in Figure . Zhu
and co-workers[95] also utilized the DFT-GGA
method to optimize varying sizes of Pt surfaces to construct Wulff
morphologies and reported that the vapor pressure and temperature
had a significant effect on the shape of the Pt nanoparticle. In another
experimental study by Lee et al.,[96] it
was seen that colloidal particles of Pt preferentially expressed the
(001) and (111) facets. However, in Lee’s study, all three
Miller indexes were expressed to varying extent in the nanoparticles,
depending on the temperature.
Conclusions
In this paper, we have used density functional theory calculations
to predict the interaction of H2O with the Pt (001), (011),
and (111) surfaces. It was determined that the DFT-D3(BJ) dispersion
method provides the best surface energies and lattice parameter when
compared to experimental values. When considering adsorption of an
isolated H2O molecule, it adsorbs dissociatively on the
(001) surface, whereas on both the (011) and (111) surfaces, the H2O molecule adsorbs parallel atop the Pt atoms. Bader analysis
shows that the molecularly bound H2O provides ∼0.1
e– to the Pt surface, while ∼0.4 e– was transferred from the surface to the molecule when it dissociates.Surface coverage was increased until a monolayer was obtained,
where Eads/H2O decreased for
the (001) surface as the coverage increased, while for the (011) and
(111) surfaces, Eads/H2O increased.
Under the conditions at which the HyS reaction takes place, the highest
coverage was obtained for the (011) surface, followed by (111) and
(001). The Wulff morphology of the Pt nanoparticle showed that, in
a dry environment, all three surfaces are expressed. However, in a
hydrated environment and with increasing temperature, the percentage
of the expressed (001) and (011) faces changes until only the (111)
surface is present.Future work will include the consideration
of SO2 on
various Pt surfaces, as well as a mixture of H2O and SO2. In addition, we will also investigate the mechanism of the
SO2 oxidation on the Pt surfaces.