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Accurate Model for Predicting Adsorption of Olefins and Paraffins on MOFs with Open Metal Sites

机译:预测具有开放金属位点的MOF上烯烃和石蜡吸附的精确模型

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摘要

Metal-organic frameworks (MOFs) have shown tremendous potential for challenging gas separation applications, an example of which is the separation of olefins from paraffins. Some of the most promising MOFs show enhanced selectivity for the olefins due to the presence of coordinatively unsaturated metal sites, but accurate predictive models for such systems are still lacking. In this paper, we present results of a combined experimental and theoretical study on adsorption of propane, propylene, ethane, and ethylene in CuBTC, a MOF with open metal sites. We first propose a simple procedure to correct for impurities present in real materials, which in most cases makes experimental data from different sources consistent with each other and with molecular simulation results. By applying a novel molecular modeling approach based on a combination of quantum mechanical density functional theory and classical grand canonical Monte Carlo simulations, we are able to achieve excellent predictions of olefin adsorption, in much better agreement with experiment than traditional, mostly empirical, molecular models. Such an improvement in predictive ability relies on a correct representation of the attractive energy of the unsaturated metal for the carboncarbon double bond present in alkenes. This approach has the potential to be generally applicable to other gas separations that involve specific coordination-type bonds between adsorbates and adsorbents.
机译:金属有机骨架(MOF)在具有挑战性的气体分离应用中显示出了巨大的潜力,其中一个例子就是从链烷烃中分离烯烃。一些最有前途的MOF由于存在配位不饱和金属位点而显示出对烯烃的选择性提高,但仍缺乏此类系统的准确预测模型。在本文中,我们提供了结合实验和理论研究的结果,该实验研究了具有开放金属位点的MOF CuBTC中丙烷,丙烯,乙烷和乙烯的吸附。我们首先提出一种简单的程序来校正真实材料中存在的杂质,这在大多数情况下会使来自不同来源的实验数据彼此一致,并且与分子模拟结果一致。通过结合基于量子力学密度泛函理论和经典大正则蒙特卡罗模拟的新型分子建模方法,我们能够获得出色的烯烃吸附预测,与实验的一致性要好于传统的,主要是经验性的分子模型。预测能力的这种提高依赖于不饱和金属对烯烃中存在的碳碳双键的吸引力的正确表示。这种方法有可能普遍适用于涉及吸附物和吸附剂之间特定配位键的其他气体分离。

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