Carbon formation pathways and kinetic implications in methane dry reforming on nickel revealed by spatio-temporal operando Raman spectroscopy

Carbon formation pathways and their kinetic implications during Methane Dry Reforming (MDR) reaction on Ni-based catalysts were investigated by integrating catalytic tests under kinetic control with spatio-temporal operando Raman spectroscopy. This approach revealed the influence of operating conditions on the surface dynamics and resulting gas-phase behavior over unconventionally long time-on-stream tests, typically lasting 24 h. From the combination of gas-phase composition analysis, semi-quantitative information from G (≈ 1580 cm −1 ) and D (≈ 1350 cm -1 ) bands integration in the Raman spectra, and carbon quantification via CO₂-regeneration cycles, we propose the coexistence of two distinct carbon species with different time-scale origins and impacts on catalyst activity: (I) an early deposited graphitic fraction primarily coming from CH 4 , which is responsible for a rapid loss of catalytic activity, and (II) a more defective carbon, formed via carbon diffusion into Ni lattice and associated with carbon structures commonly reported in the literature as tip-growth filaments or encapsulating species, which dictates the long-term deactivation dynamics. These insights provide a consistent picture of both the nature and impact of deposited carbon under varying CH 4 and CO 2 concentrations, CO₂/CH₄ ratios, temperatures, and space velocities . Finally, these mechanistic observations are systematically compared with those previously established for Rh-based catalysts under analogous conditions using the same experimental setup, revealing fundamental mechanistic distinctions between transition-metal and noble-metal systems primarily associated with a different extent of carbon diffusion. The non ideality of Ni imposes severe limitations on long-term stability, whereas a suitable choice of operating conditions for Rh can ensure extended performance over time. • Operando Raman spectroscopy reveals distinct carbon species and their kinetic impacts • Graphitic-C causes early deactivation, while defective-C dictates long-term dynamics • Spatially-resolved spectra link C-distribution to local driving force for diffusion • Deactivation determines apparent deviations from CH 4 and CO 2 expected reaction orders • Ni and Rh show distinct carbon pathways due to different extents of C-diffusion.

Authors

Institutions

Publication Details

Journal
Applied Catalysis B: Environmental
Published
2026-02-10
DOI
https://doi.org/10.1016/j.apcatb.2026.126557
Primary Topic
Catalysts for Methane Reforming
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Carbon formation pathways and kinetic implications in methane dry reforming on nickel revealed by spatio-temporal operando Raman spectroscopy

Riccardo Colombo, M. Maestri
Applied Catalysis B: Environmental
Catalysts for Methane Reforming
article

Carbon formation pathways and kinetic implications in methane dry reforming on nickel revealed by spatio-temporal operando Raman spectroscopy

Riccardo Colombo, M. Maestri
article en

Abstract

Carbon formation pathways and their kinetic implications during Methane Dry Reforming (MDR) reaction on Ni-based catalysts were investigated by integrating catalytic tests under kinetic control with spatio-temporal operando Raman spectroscopy. This approach revealed the influence of operating conditions on the surface dynamics and resulting gas-phase behavior over unconventionally long time-on-stream tests, typically lasting 24 h. From the combination of gas-phase composition analysis, semi-quantitative information from G (≈ 1580 cm −1 ) and D (≈ 1350 cm -1 ) bands integration in the Raman spectra, and carbon quantification via CO₂-regeneration cycles, we propose the coexistence of two distinct carbon species with different time-scale origins and impacts on catalyst activity: (I) an early deposited graphitic fraction primarily coming from CH 4 , which is responsible for a rapid loss of catalytic activity, and (II) a more defective carbon, formed via carbon diffusion into Ni lattice and associated with carbon structures commonly reported in the literature as tip-growth filaments or encapsulating species, which dictates the long-term deactivation dynamics. These insights provide a consistent picture of both the nature and impact of deposited carbon under varying CH 4 and CO 2 concentrations, CO₂/CH₄ ratios, temperatures, and space velocities . Finally, these mechanistic observations are systematically compared with those previously established for Rh-based catalysts under analogous conditions using the same experimental setup, revealing fundamental mechanistic distinctions between transition-metal and noble-metal systems primarily associated with a different extent of carbon diffusion. The non ideality of Ni imposes severe limitations on long-term stability, whereas a suitable choice of operating conditions for Rh can ensure extended performance over time. • Operando Raman spectroscopy reveals distinct carbon species and their kinetic impacts • Graphitic-C causes early deactivation, while defective-C dictates long-term dynamics • Spatially-resolved spectra link C-distribution to local driving force for diffusion • Deactivation determines apparent deviations from CH 4 and CO 2 expected reaction orders • Ni and Rh show distinct carbon pathways due to different extents of C-diffusion.

Applied Catalysis B: EnvironmentalVol. 388
Politecnico di Milano (IT)
Openalex Percentile: Top 60%
Catalysts for Methane Reforming
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.