Boosting(机器学习)
球磨机
材料科学
化学工程
冶金
计算机科学
人工智能
工程类
作者
Siyu Liu,Songhao Jin,Jin Bai,Jiao Han,Caishun Zhang,Honghao Wang,Shaozheng Hu,Xiaoning Hou,Ya-Jie Liu,Lei Zhang,Zhixian Gao
标识
DOI:10.1021/acs.jpcc.4c02379
摘要
Three Ru/CeO2 samples are prepared using the deposition-precipitation method and then ball milled and subsequently calcined at 300 °C. It is demonstrated that the ball milling treatment results in a change of Ru valence and a strong interaction with CeO2 to form a Ru–O–Ce solid solution. The CO oxidation rate can be drastically improved with ball milling treatment. Specifically, comparing to 0.5Ru/CeO2, 0.5Ru/CeO2–BM demonstrates a 3-fold increase in activity at low reaction temperatures up to 100 °C. The superior activity of the ball-milled catalysts can be well correlated to the increase of oxygen vacancies on the catalyst surface. It is inferred that ball milling treatment is a promising approach to enhance the catalytic efficiency of Ru/CeO2 catalysts, which may provide valuable guidance for improving related catalytic systems.
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