Abstract
Al2O3-supported Pt/Pd bimetallic catalysts were studied using in situ atmospheric pressure and ex situ transmission electron microscopy. Real-time observation during separate oxidation and reduction processes provides nanometer-scale structural details-both morphology and chemistry-of supported Pt/Pd particles at intermediate states not observable through typical ex situ experiments. Significant metal vaporization was observed at temperatures above 600 °C, both in pure oxygen and in air. This behavior implies that material transport through the vapor during typical catalyst aging processes for oxidation can play a more significant role in catalyst structural evolution than previously thought. Concomitantly, Pd diffusion away from metallic nanoparticles on the surface of Al2O3 can also contribute to the disappearance of metal particles. Electron micrographs from in situ oxidation experiments were mined for data, including particle number, size, and aspect ratio using machine learning image segmentation. Under oxidizing conditions, we observe not only a decrease in the number of metal particles but also a decrease in the surface area to volume ratio. Some of the metal that diffuses away from particles on the oxide support can be regenerated and reappears back on the catalyst support surface under reducing conditions. These observations provide insight on how rapid cycling between oxidative and reductive catalytic operating conditions affects catalyst structure.
Original language | English |
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Pages (from-to) | 11427-11438 |
Number of pages | 12 |
Journal | Nanoscale |
Volume | 13 |
Issue number | 26 |
DOIs | |
State | Published - Jul 14 2021 |
Externally published | Yes |
Funding
The authors acknowledge funding from BASF. This work was carried out in part at the Singh Center for Nanotechnology, which is supported by the NSF National Nanotechnology Coordinated Infrastructure Program under grant NNCI-1542153. Transmission electron microscopy was performed in facilities supported by the NSF MRSEC Program under Award No. DMR-1720530. A. F. acknowledges support by Integrated Mesoscale Architectures for Sustainable Catalysis (IMASC), an Energy Frontier Research Center funded by DOE, Office of Science, BES under Award # DE-SC0012573.
Funders | Funder number |
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Integrated Mesoscale Architectures for Sustainable Catalysis | |
National Science Foundation | NNCI-1542153 |
National Science Foundation | |
U.S. Department of Energy | |
BASF | |
Office of Science | |
Basic Energy Sciences | DE-SC0012573 |
Basic Energy Sciences | |
Materials Research Science and Engineering Center, Harvard University | DMR-1720530 |
Materials Research Science and Engineering Center, Harvard University |