Optimization of hydrogen production by photocatalytic steam methane reforming over lanthanum modified Titanium (IV) oxide using response surface methodology

被引:34
作者
Ayodele, Bamidele Victor [1 ,2 ]
Ghazali, Alia Aqilah [1 ,2 ]
Yassin, Mohamed Yazrul Mohd [1 ,2 ]
Abdullah, Sureena [1 ,2 ]
机构
[1] Univ Malaysia Pahang, Fac Chem & Nat Resources Engn, Gambang 26300, Pahang, Malaysia
[2] Ctr Excellence Adv Res Fluid Flow, Gambang Kuantan 26300, Pahang, Malaysia
关键词
Titanium (IV) oxide; Lanthanum; Photocatalysts; Steam methane reforming; Response surface methodology; ARTIFICIAL NEURAL-NETWORKS; CO-RICH HYDROGEN; SYNGAS PRODUCTION; NITROGEN; ADSORPTION; DESIGN; GAS;
D O I
10.1016/j.ijhydene.2018.06.185
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
In this study, the optimization of hydrogen production by photocatalytic steam methane reforming over Lanthanum modified TiO2 has been investigated using response surface methodology. The La/TiO2 photocatalysts were synthesized using wet impregnation method and characterized for physicochemical and photocatalytic properties by N-2 physisorption, X-ray powder diffraction (XRD), Scanning electron microscopy (SEM), Energy dispersive X-ray (EDX), and ultraviolet-visible (UV-vis) spectroscopy. The char- acterization shows that the La/TiO2 possesses appropriate properties to be used as photocatalysts. The photocatalysts were employed in the optimization studies of hydrogen production by photocatalytic steam methane reforming. The effects of irradi- ation time (10-150 min), metal loading (1-3%), methane concentration (10-50%), and steam concentration (0.5-1.5%) on the rate of hydrogen production were determined employing Box-Behnken experimental design. The application of the RSM resulted in the formulation of four models out which the quadratic model was adjudged to adequately fit the experimental data. A further statistical analysis of the quadratic model established the significance of the model with p-value far less than 0.05 and coefficient of determination (R-2) of 0.975. A non-significant lack of fit obtained for the model further confirm the suitability of the quadratic model in fitting the experimental data. At the desirability function of 1, optimum conditions of 146.15 min, 2.94%, 22.83% and 1.24% for irradiation time, metal loading, methane concentration, and steam concentration, respectively resulted in the production of 2.42 mu mol of hydrogen/min. (C) 2018 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:20700 / 20710
页数:11
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