催化作用
水煤气变换反应
材料科学
选择性
Boosting(机器学习)
纳米颗粒
反应条件
化学
化学工程
纳米技术
有机化学
计算机科学
机器学习
工程类
作者
Pengfei Du,Rui Qi,Yafeng Zhang,Qingqing Gu,Xiaoyan Xu,Yuanlong Tan,Xiaoyan Liu,Aiqin Wang,Bi Zhu,Bing Yang,Tao Zhang
出处
期刊:Chem
[Elsevier]
日期:2022-12-01
卷期号:8 (12): 3252-3262
被引量:11
标识
DOI:10.1016/j.chempr.2022.08.012
摘要
Single-atom catalysts (SACs) are featured as an emerging type of heterogeneous catalysts due to their distinct reaction mechanisms. Beyond the conventional understanding, here, we report a dual effect of Pd1–FeOx SACs in real reactions boosting reverse water-gas shift (rWGS) reactivity. Besides providing single active sites, Pd SAs surprisingly promote the dynamic carburization of FeOx surface over a long-term reaction, leading to outstanding rWGS activity (42.0 mmolCO·gcat−1·h−1) and CO selectivity (>98%) beyond that of other reported Fe-based catalysts. Utilizing state-of-the-art characterization techniques, we reveal that this dynamic carburization yields a highly active Fe5C2 phase with the lowest activation barrier of 27.7 kJ/mol for the atmospheric rWGS reaction. The dual effect of SACs results in catalytic performance superior to that of Pd nanoparticles, over which carburization is inhibited by a rapid FeOx encapsulation. This work reveals the multiple roles of single atoms in real reactions, indicating the wider application of SACs.
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