School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332-0100, USA.
Phys Chem Chem Phys. 2013 Aug 21;15(31):12882-94. doi: 10.1039/c3cp52246f.
The development of accurate force fields is vital for predicting adsorption in porous materials. Previously, we introduced a first principles-based transferable force field for CO2 adsorption in siliceous zeolites (Fang et al., J. Phys. Chem. C, 2012, 116, 10692). In this study, we extend our approach to CO2 adsorption in cationic zeolites which possess more complex structures. Na-exchanged zeolites are chosen for demonstrating the approach. These methods account for several structural complexities including Al distribution, cation positions and cation mobility, all of which are important for predicting adsorption. The simulation results are validated with high-resolution experimental measurements of isotherms and microcalorimetric heats of adsorption on well-characterized materials. The choice of first-principles method has a significant influence on the ability of force fields to accurately describe CO2-zeolite interactions. The PBE-D2 derived force field, which performed well for CO2 adsorption in siliceous zeolites, does not do so for Na-exchanged zeolites; the PBE-D2 method overestimates CO2 adsorption energies on multi-cation sites that are common in cationic zeolites with low Si/Al ratios. In contrast, a force field derived from the DFT/CC method performed well. Agreement was obtained between simulation and experiment not only for LTA-4A on which the force field fitting is based, but for other two common adsorbents, NaX and NaY.
发展准确的力场对于预测多孔材料中的吸附至关重要。此前,我们介绍了一种基于第一性原理的可转移力场,用于硅沸石中的 CO2 吸附(Fang 等人,J. Phys. Chem. C,2012,116,10692)。在这项研究中,我们将我们的方法扩展到具有更复杂结构的阳离子沸石中的 CO2 吸附。选择 Na 交换沸石来演示该方法。这些方法考虑了几种结构复杂性,包括 Al 分布、阳离子位置和阳离子迁移率,所有这些对于预测吸附都很重要。模拟结果通过对具有良好特性的材料的高分辨率实验等温线和微热量吸附测量进行验证。第一性原理方法的选择对力场准确描述 CO2-沸石相互作用的能力有重大影响。对于硅沸石中的 CO2 吸附表现良好的 PBE-D2 衍生力场,对于 Na 交换沸石则不然;PBE-D2 方法高估了在低 Si/Al 比的阳离子沸石中常见的多阳离子位上的 CO2 吸附能。相比之下,基于 DFT/CC 方法的力场表现良好。模拟和实验之间不仅在基于力场拟合的 LTA-4A 上,而且在另外两种常见的吸附剂 NaX 和 NaY 上都获得了一致的结果。