微塑料半焦水煤浆成浆机理的分子模拟
Molecular simulation of the slurrying mechanism in microplastic semi-coke water slurry.
作者信息
Liu Yuxi, Yang Zhiyuan, Ju Xiaoqian, Cui Baolu, Wang Jingwen, Wang Dechao, Chen Zhiping, Zhou Anning
机构信息
College of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an 710054, Shaanxi, China.
Key Laboratory of Coal Resources Exploration and Comprehensive Utilization, Ministry of Natural Resources, Xi'an, 710021, Shaanxi, China.
出版信息
J Mol Model. 2024 Aug 6;30(9):298. doi: 10.1007/s00894-024-06100-1.
CONTEXT
This study explores the interaction between particles in microplastic semi-coke water slurry at the molecular level using molecular simulation methods, specifically DFT calculations and MD simulations. In addition, the experiment of slurry preparation was carried out to study the viscosity and stability of the slurry. The electrostatic potential analysis shows that the interaction between microplastics and dispersant molecules occurs on atoms with large electronegativity or oxygen-containing functional groups, and the energy gap of frontier molecular orbitals indicated that PVC interacts most easily with the dispersant (0.39 eV), followed by PS (1.08 eV) and PET (3.65 eV). In addition, it is also noted that due to the steric hindrance effect, the adsorption energy was opposite to the DFT calculation results: PET was - 213.338 kcal/mol (NNO) which was highest, followed by PS (- 107.603 kcal/mol, NNO), and PVC (NNO) was lowest which was - 94.808 kcal/mol. And RDF shows similar results, which the probability of water molecules in the PET system was the highest, followed by PS, and finally, PVC. The MD results are consistent with the viscosity and stability characterization results of the slurry which PET has the lowest viscosity of 87.3 mPa·s. Finally, this study provides new ideas for the treatment of microplastics and the improvement of the performance of semi-coke water slurry and reveals the interaction mechanism between microplastics and semi-coke water slurry.
METHODS
All calculations were performed using Materials Studio (MS) version 2020 software, BIOVIA Corporation. The DFT calculation was carried out through the DMol module. The DFT calculations include electron density, electrostatics, orbitals, and population analysis. In DMol module, the GGA-PBE function was selected to consider gradient changes in density in the simulated calculation. The DFT-D correction was selected, and all electrons were calculated by DNP for accurate core potentials and the DNP file was 4.4. MD simulation was performed through the Forcite module. MD simulation mainly focuses on relative concentration distribution analysis, radial distribution function, and adsorption energy calculation. All molecular geometry optimizations are performed in the Forcite module. In the molecular dynamic part, all simulations used PCFF forcefield. The NVT ensemble was adopted and using the Nosé thermostat.
背景
本研究采用分子模拟方法,特别是密度泛函理论(DFT)计算和分子动力学(MD)模拟,在分子水平上探索微塑料半焦水煤浆中颗粒间的相互作用。此外,还进行了煤浆制备实验,以研究煤浆的粘度和稳定性。静电势分析表明,微塑料与分散剂分子之间的相互作用发生在电负性大的原子或含氧基官能团上,前沿分子轨道的能隙表明聚氯乙烯(PVC)与分散剂的相互作用最容易(0.39电子伏特),其次是聚苯乙烯(PS,1.08电子伏特)和聚对苯二甲酸乙二酯(PET,3.65电子伏特)。此外,还注意到由于空间位阻效应,吸附能与DFT计算结果相反:PET为-213.338千卡/摩尔(NNO),最高,其次是PS(-107.603千卡/摩尔,NNO),而PVC(NNO)最低,为-94.808千卡/摩尔。径向分布函数(RDF)显示了类似的结果,PET体系中水分子出现的概率最高,其次是PS,最后是PVC。MD模拟结果与煤浆的粘度和稳定性表征结果一致,其中PET的粘度最低,为87.3毫帕·秒。最后,本研究为微塑料的处理和半焦水煤浆性能的改善提供了新思路,并揭示了微塑料与半焦水煤浆之间的相互作用机制。
方法
所有计算均使用BIOVIA公司的Materials Studio(MS)2020版软件进行。DFT计算通过DMol模块进行。DFT计算包括电子密度、静电学、轨道和布居分析。在DMol模块中,选择GGA-PBE函数以考虑模拟计算中密度的梯度变化。选择DFT-D校正,并通过DNP计算所有电子以获得精确的核势,DNP文件为4.4。MD模拟通过Forcite模块进行。MD模拟主要侧重于相对浓度分布分析、径向分布函数和吸附能计算。所有分子几何结构优化均在Forcite模块中进行。在分子动力学部分,所有模拟均使用PCFF力场。采用NVT系综并使用Nosé恒温器。