Université de Rennes 1, Institut de Physique de Rennes (UMR CNRS 6251), 263 Avenue du Général Leclerc, CS 74205, 35042 Rennes, France.
Faculty of Chemical Engineering and Technology , Department of Physical Chemistry, Marulicev trg 19, 10000 Zagreb, Croatia.
Environ Sci Technol. 2017 Mar 7;51(5):2714-2719. doi: 10.1021/acs.est.6b05153. Epub 2017 Feb 14.
In this work we have examined a computational approach in predicting the interactions between uncharged organic solutes and polyamide membranes. We used three model organic molecules with identical molecular weights (100.1 g/mol), 4-aminopiperidine, 3,3-dimethyl-2-butanone (pinacolone) and methylisobutyl ketone for which we obtained experimental data on partitioning, diffusion and separation on a typical seawater reverse osmosis (RO) membrane. The interaction energy between the solutes and the membrane phase (fully aromatic polyamide) was computed from molecular dynamics (MD) simulations and the resulting sequence was found to correlate well with the experimental rejections and sorption data. Sorption of the different organic solutes within the membrane skin layer determined from attenuated total reflection Fourier transform infrared spectroscopy (ATR-FTIR) nicely agreed with interaction energies computed from molecular simulations. Qualitative information about solute diffusivity inside the membrane was also extracted from MD simulations while ATR-FTIR experiments indicated strongly hindered diffusion with diffusion coefficients in the membrane about 10 m/s. The computational approach presented here could be a first step toward predicting rejections trends of, for example, hormones and pharmaceuticals by RO dense membranes.
在这项工作中,我们研究了一种预测非荷电有机溶质与聚酰胺膜相互作用的计算方法。我们使用了三种分子量相同(100.1 g/mol)的模型有机分子,即 4-氨基哌啶、3,3-二甲基-2-丁酮(频哪酮)和甲基异丁基酮,我们获得了它们在典型海水反渗透(RO)膜上的分配、扩散和分离的实验数据。通过分子动力学(MD)模拟计算了溶质与膜相(全芳香聚酰胺)之间的相互作用能,结果发现该序列与实验排斥和吸附数据很好地相关。衰减全反射傅里叶变换红外光谱(ATR-FTIR)测定的不同有机溶质在膜表皮层中的吸附与从分子模拟计算得到的相互作用能很好地吻合。从 MD 模拟中还提取了有关溶质在膜内扩散性的定性信息,而 ATR-FTIR 实验表明扩散受到强烈阻碍,膜内的扩散系数约为 10 m/s。本文提出的计算方法可以作为预测 RO 致密膜中例如激素和药物的排斥趋势的第一步。