TY - JOUR
T1 - Optimization and statistical analysis of Au-ZnO/Al2O3 catalyst for CO oxidation
AU - Yan, Wenjin
AU - Jia, Xinli
AU - Chen, Tao
AU - Yang, Yanhui
PY - 2013/5
Y1 - 2013/5
N2 - In our former work [Catal. Today 174 (2011) 127], 12 heterogeneous catalysts were screened for CO oxidation, and Au-ZnO/Al2O3 was chosen and optimized in terms of weight loadings of Au and ZnO. The present study follows on to consider the impact of process parameters (catalyst preparation and reaction conditions), in conjunction with catalyst composition (weight loadings of Au and ZnO, and the total weight of the catalyst), as the optimization of the process parameters simultaneously optimized the catalyst composition. The optimization target is the reactivity of this important reaction. These factors were first optimized using response surface methodology (RSM) with 25 experiments, to obtain the optimum: 100 mg of 1.0%Au-4.1%ZnO/ Al2O3 catalyst with 220 °C calcination and 100 °C reduction. After optimization, the main effects and interactions of these five factors were studied using statistical sensitivity analysis (SA). Certain observations from SA were verified by reaction mechanism, reactivity test and/or characterization techniques, while others need further investigation.
AB - In our former work [Catal. Today 174 (2011) 127], 12 heterogeneous catalysts were screened for CO oxidation, and Au-ZnO/Al2O3 was chosen and optimized in terms of weight loadings of Au and ZnO. The present study follows on to consider the impact of process parameters (catalyst preparation and reaction conditions), in conjunction with catalyst composition (weight loadings of Au and ZnO, and the total weight of the catalyst), as the optimization of the process parameters simultaneously optimized the catalyst composition. The optimization target is the reactivity of this important reaction. These factors were first optimized using response surface methodology (RSM) with 25 experiments, to obtain the optimum: 100 mg of 1.0%Au-4.1%ZnO/ Al2O3 catalyst with 220 °C calcination and 100 °C reduction. After optimization, the main effects and interactions of these five factors were studied using statistical sensitivity analysis (SA). Certain observations from SA were verified by reaction mechanism, reactivity test and/or characterization techniques, while others need further investigation.
KW - Carbon monoxide oxidation
KW - Data-based modeling
KW - Design of experiments
KW - Gold catalysts
KW - Heterogeneous catalysis
KW - Rapid optimization
UR - http://www.scopus.com/inward/record.url?scp=84879875836&partnerID=8YFLogxK
U2 - 10.1016/S2095-4956(13)60065-0
DO - 10.1016/S2095-4956(13)60065-0
M3 - 文章
AN - SCOPUS:84879875836
SN - 2095-4956
VL - 22
SP - 498
EP - 505
JO - Journal of Energy Chemistry
JF - Journal of Energy Chemistry
IS - 3
ER -