Abstract:H 2 chemisorption measurements are used to estimate the size of supported metal particles, often using a hydrogen-tosurface-metal stoichiometry of unity. This technique is most useful for small particles whose sizes are difficult to estimate through electron microscopy or X-ray diffraction. Undercoordinated metal atoms at the edges and corners of particles, however, make up large fractions of small metal clusters, and can accommodate multiple hydrogen atoms leading to coverages which exceed 1 ML (supra-monolay… Show more
“…These characterization data indicate that single-crystal extended surfaces, large nanoparticles, and atomically dispersed Rh each have distinct adsorbate coverages and binding modes, but these complexities have seldom been considered in the development and use of DFT models of transition-metal catalysts. Recently, adsorptions on nanoparticle models have been studied with DFT and contrasted to single-crystal surfaces and have shown that nanoparticles can have higher coverages than surfaces, including supramonolayer coverages. − For example, our prior work shows that H*-covered 201-atom Ir and Pt particles saturate at 1.59 and 1.30 ML, respectively, during H 2 chemisorption, which is typically used to probe the size of metal nanoparticles. Similarly, DFT calculations indicate that CO* saturates Ru 201 particles at > 1 ML but Ru(0001) surfaces at 0.75 ML ,, and that S* saturates Ru, Re, and Pt nanoparticles at higher coverages than their corresponding (111) or (0001) surfaces .…”
Rh
active sites are critical for NO
x
reduction
in automotive three-way catalysts. Low Rh loadings used
in industrial catalysts lead to a mixture of small nanoparticles and
single-atom Rh species. This active-site heterogeneity complicates
the interpretation of characterization and reactivity, making the
development of structure–function relationships challenging.
Density functional theory (DFT) investigations of Rh catalysts often
employ flat, periodic surfaces, which lack the curvature of oxide-supported
Rh nanoparticle surfaces, raising questions about the validity of
periodic surface model systems. Here, we combine DFT with probe molecule
Fourier transform infrared (FTIR) spectroscopy and high-resolution
scanning transmission electron microscopy of supported Rh catalysts
synthesized to insure against the in situ formation
of single-atom Rh species to compare periodic and nanoparticle DFT
models for describing the interaction of CO and NO with supported
Rh nanoparticles. We focus on comparing the behavior of model systemsRh(111)
and a 201-atom cubo-octahedral Rh nanoparticle (Rh201;
∼1.7 nm diameter)to explain the behavior of CO and
NO bound to Rh nanoparticles with an average particle diameter of
∼2.6 nm. Our DFT calculations indicate that CO* occupies a
mixture of threefold and atop modes on Rh(111), saturating at 0.56
ML CO* (473 K, 1 bar), while CO* saturates Rh201 near 1
ML. Similarly, NO* binds to threefold sites and saturates the Rh(111)
surface at 0.67 ML but saturates the Rh201 particle surface
at 1.38 ML, indicating that more NO* binds than there are Rhsurf atoms. Moreover, the adlayers on the Rh201 particle contain
predominantly atop-bound CO*, with bridge CO* possible on particle
edges and predominantly threefold NO* with bridge- and atop-bound
NO* bound to edges and corners. These binding modes and higher coverages
are made possible by the curvature of these nanoparticles and by the
expansion of surface metal–metal bondsneither of which
can occur on Rh(111)which together permit the adlayer to laterally
relax, reducing internal strain. FTIR data for CO* on 10 wt % Rh/γ-Al2O3 show predominantly atop binding modes (2067
cm–1) with small broad peaks near bridge (1955 cm–1) and threefold (1865 cm–1) regions.
Meanwhile, NO* FTIR spectroscopy also shows a mixture of atop (1820
cm–1) and threefold (1685 cm–1) NO* features, with similar features observed at reaction conditions
(5 mbar NO, 1 mbar CO, 478 K), indicating that NO* dominates Rh surfaces
during catalysis. Frequency calculations on these adlayers of Rh201 particles yield dominant frequencies that more closely
resemble those observed in FTIR spectra and demonstrate how coverage
and dipole–dipole coupling affect vibrational frequencies with
surface curvature. Taken together, these results indicate that the
Rh surface curvature alters the structure and spectral characteristics
of NO* and CO* for Rh nanoparticles of ∼2.6 nm diameter, which
must be accurately reflected in DFT models.
“…These characterization data indicate that single-crystal extended surfaces, large nanoparticles, and atomically dispersed Rh each have distinct adsorbate coverages and binding modes, but these complexities have seldom been considered in the development and use of DFT models of transition-metal catalysts. Recently, adsorptions on nanoparticle models have been studied with DFT and contrasted to single-crystal surfaces and have shown that nanoparticles can have higher coverages than surfaces, including supramonolayer coverages. − For example, our prior work shows that H*-covered 201-atom Ir and Pt particles saturate at 1.59 and 1.30 ML, respectively, during H 2 chemisorption, which is typically used to probe the size of metal nanoparticles. Similarly, DFT calculations indicate that CO* saturates Ru 201 particles at > 1 ML but Ru(0001) surfaces at 0.75 ML ,, and that S* saturates Ru, Re, and Pt nanoparticles at higher coverages than their corresponding (111) or (0001) surfaces .…”
Rh
active sites are critical for NO
x
reduction
in automotive three-way catalysts. Low Rh loadings used
in industrial catalysts lead to a mixture of small nanoparticles and
single-atom Rh species. This active-site heterogeneity complicates
the interpretation of characterization and reactivity, making the
development of structure–function relationships challenging.
Density functional theory (DFT) investigations of Rh catalysts often
employ flat, periodic surfaces, which lack the curvature of oxide-supported
Rh nanoparticle surfaces, raising questions about the validity of
periodic surface model systems. Here, we combine DFT with probe molecule
Fourier transform infrared (FTIR) spectroscopy and high-resolution
scanning transmission electron microscopy of supported Rh catalysts
synthesized to insure against the in situ formation
of single-atom Rh species to compare periodic and nanoparticle DFT
models for describing the interaction of CO and NO with supported
Rh nanoparticles. We focus on comparing the behavior of model systemsRh(111)
and a 201-atom cubo-octahedral Rh nanoparticle (Rh201;
∼1.7 nm diameter)to explain the behavior of CO and
NO bound to Rh nanoparticles with an average particle diameter of
∼2.6 nm. Our DFT calculations indicate that CO* occupies a
mixture of threefold and atop modes on Rh(111), saturating at 0.56
ML CO* (473 K, 1 bar), while CO* saturates Rh201 near 1
ML. Similarly, NO* binds to threefold sites and saturates the Rh(111)
surface at 0.67 ML but saturates the Rh201 particle surface
at 1.38 ML, indicating that more NO* binds than there are Rhsurf atoms. Moreover, the adlayers on the Rh201 particle contain
predominantly atop-bound CO*, with bridge CO* possible on particle
edges and predominantly threefold NO* with bridge- and atop-bound
NO* bound to edges and corners. These binding modes and higher coverages
are made possible by the curvature of these nanoparticles and by the
expansion of surface metal–metal bondsneither of which
can occur on Rh(111)which together permit the adlayer to laterally
relax, reducing internal strain. FTIR data for CO* on 10 wt % Rh/γ-Al2O3 show predominantly atop binding modes (2067
cm–1) with small broad peaks near bridge (1955 cm–1) and threefold (1865 cm–1) regions.
Meanwhile, NO* FTIR spectroscopy also shows a mixture of atop (1820
cm–1) and threefold (1685 cm–1) NO* features, with similar features observed at reaction conditions
(5 mbar NO, 1 mbar CO, 478 K), indicating that NO* dominates Rh surfaces
during catalysis. Frequency calculations on these adlayers of Rh201 particles yield dominant frequencies that more closely
resemble those observed in FTIR spectra and demonstrate how coverage
and dipole–dipole coupling affect vibrational frequencies with
surface curvature. Taken together, these results indicate that the
Rh surface curvature alters the structure and spectral characteristics
of NO* and CO* for Rh nanoparticles of ∼2.6 nm diameter, which
must be accurately reflected in DFT models.
“…This is likely due to the use of a stoichiometric factor of adsorbed hydrogen/surface metal of 1. Almithn and Hibbitts calculated the stoichiometric factors for hydrogen adsorption for Ir and Pt as 1.84 to 3.63, respectively, for mean particle sizes of 2.4 to 0.8 nm [33]. They showed in their density-functional theory (DFT) calculations that bulk H* species are not to be expected for those metals, but that under-saturated atoms, in particular, bind to more than one hydrogen atom each.…”
Section: H 2 Chemisorption Resultsmentioning
confidence: 99%
“…Siddiki explained the activity trends of the transition metals in terms of the calculated adsorption energy for hydrogen in a µ 3 -capping position on the most stable metal surface. This does not take into account the size effects of the metal particles, as adsorption energies change with the binding position and particle size [33]. By plotting the TOF against the d-band center of the bulk metal, we also ignored the influence of particle size.…”
As the search for carbon-efficient synthesis pathways for green alternatives to fossil fuels continues, an expanding class of catalysts have been developed for the upgrading of lower alcohols. Understanding of the acid base functionalities has greatly influenced the search for new materials, but the influence of the metal used in catalysts cannot be explained in a broader sense. We address this herein and correlate our findings with the most fundamental understanding of chemistry to date by applying it to d-band theory as part of an experimental investigation. The commercial catalysts of Pt, Rh, Ru, Cu, Pd, and Ir on carbon as a support have been characterized by means of SEM, EDX-mapping, STEM, XRD, N2-physisorption, and H2-chemisorption. Their catalytic activity has been established by means of c-methylation of ethanol with methanol. For all catalysts, the TOF with respect to i-butanol was examined. The Pt/C reached the highest TOF with a selectivity towards i-butanol of 89%. The trend for the TOFs could be well correlated with the d-band centers of the metal, which formed a volcano curve. Therefore, this study is another step towards the rationalization of catalyst design for the upgrading of alcohols into carbon-neutral fuels or chemical feedstock.
“…These tools were used to examine how H2 chemisorbs (as H*) on Pt and Ir nanoparticles by calculating ensembles of H2 chemisorption at sub-to supramonolayer coverages. 19 Thousands of structures can be programmatically generated without any manual setup of structures, greatly reducing user time and error. Surface reactions, once converged for one catalyst model, can then be modified by adding co-adsorbates, as just described, to examine coverage effects.…”
Section: Structure Generation and Manipulationmentioning
This manuscript outlines the utility and power of our computational catalysis interface. This interface has been developed by our group and used extensively to study metal, ceramic, and zeolite catalyst systems.
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