Microkinetic Modeling of Support Effects in PdO-Based Methane Oxidation Catalysts

The impact of different support materials on the catalytic activity of PdO-based catalysts during methane oxidation is studied using microkinetic modeling. Two independent sets of microkinetic data were developed, numerically studied, and validated with experimental data obtained in dry and various humid reaction gas mixtures. An automated optimization routine refined the original physics-based mechanism, resulting in a set of thermodynamically consistent kinetic parameters for PdO/SnO2 and PdO/ZrO2 that accurately describe the catalytic measurements. The findings indicate that SnO2 and ZrO2 supports enhance catalytic activity and methane conversion, even in the presence of water. Despite potential inhibition from hydroxyl formation on the catalyst surface, the results of the kinetic models show a significant influence of the support materials on the reactions occurring on the PdO surface. Sensitivity analyses of the refined mechanisms identify essential kinetic parameters and reaction pathways of the developed mechanisms under dry and humid conditions. Overall, this study illustrates the effectiveness of the automated optimization approach in accelerating kinetic model development and incorporating reaction engineering over different supports, which may be exploited for scale-up processes.

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Publication Details

Journal
ACS Catalysis
Published
2025-04-14
DOI
https://doi.org/10.1021/acscatal.5c00516
Citations
2
Primary Topic
Catalytic Processes in Materials Science
Type
article
Field-Weighted Citation Impact
1.04
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article

Microkinetic Modeling of Support Effects in PdO-Based Methane Oxidation Catalysts

Sofia Angeli, Kevin Keller, Akash Bhimrao Shirsath, Olaf Deutschmann et al.
2 citations
ACS Catalysis
Catalytic Processes in Materials Science
1.04
article

Microkinetic Modeling of Support Effects in PdO-Based Methane Oxidation Catalysts

Sofia Angeli, Kevin Keller, Akash Bhimrao Shirsath, Olaf Deutschmann, Rinu Chacko, Patrick Lott
article en
2 citations

Abstract

The impact of different support materials on the catalytic activity of PdO-based catalysts during methane oxidation is studied using microkinetic modeling. Two independent sets of microkinetic data were developed, numerically studied, and validated with experimental data obtained in dry and various humid reaction gas mixtures. An automated optimization routine refined the original physics-based mechanism, resulting in a set of thermodynamically consistent kinetic parameters for PdO/SnO2 and PdO/ZrO2 that accurately describe the catalytic measurements. The findings indicate that SnO2 and ZrO2 supports enhance catalytic activity and methane conversion, even in the presence of water. Despite potential inhibition from hydroxyl formation on the catalyst surface, the results of the kinetic models show a significant influence of the support materials on the reactions occurring on the PdO surface. Sensitivity analyses of the refined mechanisms identify essential kinetic parameters and reaction pathways of the developed mechanisms under dry and humid conditions. Overall, this study illustrates the effectiveness of the automated optimization approach in accelerating kinetic model development and incorporating reaction engineering over different supports, which may be exploited for scale-up processes.

ACS CatalysisVol. 15(9)
Karlsruhe Institute of Technology (DE)
Openalex Percentile: Top 26%
Catalytic Processes in Materials Science
1.04
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Microkinetic Modeling of Support Effects in PdO-Based Methane Oxidation Catalysts — Sofia Angeli, Kevin Keller, et al. · ACS Catalysis (2025) | TGRS Research Map | TGRS