基于玻尔兹曼加权全维势模型的实流体输运性质计算

IF 5 Q2 ENERGY & FUELS
Xin Zhang , Junfeng Bai , Bowen Liu , Tong Zhu , Hao Zhao
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引用次数: 0

摘要

分子间势在非理想气体平衡的实际流体相互作用中起着至关重要的作用,如超临界流体、高焓流体、等离子体相互作用等。我们提出了一个用于实际流体计算的玻尔兹曼加权全维(BWF)势模型。它包括不同的分子间相互作用,以便在不引入浴气的情况下确定势阱、分子直径、偶极矩、物质的极化率,允许用更多的势参数更准确地描述势面。通过在所有方向上应用玻尔兹曼加权,考虑了势参数的各向异性和温度依赖性。通过高阶对称自适应微扰理论计算,得到了各物种432个方位的全维势能面数据集。随后,通过训练超过5 * 106个数据的数据集,包括非极性分子和极性分子、自由基、长链分子和离子,推导出玻尔兹曼加权的全维势参数。这些由BWF势计算的BWF输运性质与Lennard-Jones输运性质以及实验粘度、质量扩散系数和导热系数进行了比较。结果表明,非极性分子和极性分子的粘度系数差异分别在1%和5%以内。此外,该模型还适用于自由基、长链分子和离子的研究,这些实验数据很少得到高精度的获取。这表明对各种粒子间复杂相互作用的预测有了显著的改进。新的输运性质也被嵌入到燃烧模拟中,以预测甲烷、二甲醚和正庚烷在高压下的层流火焰速度和火焰熄灭极限,证实了其预测性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real-fluid transport property computations based on the Boltzmann-weighted full-dimensional potential model
The intermolecular potential plays a crucial role in real-fluid interactions away from the ideal-gas equilibrium, such as supercritical fluid, high-enthalpy fluid, plasma interactions. We propose a Boltzmann-weighted Full-dimensional (BWF) potential model for real-fluid computations. It includes diverse intermolecular interactions so as to determine the potential well, molecular diameter, dipole moment, polarizability of species without introducing bath gases, allowing more accurate descriptions of potential surfaces with more potential parameters. The anisotropy and temperature dependence of potential parameters are also considered by applying the Boltzmann weighting on all orientations. Through the high-level Symmetry-Adapted Perturbation Theory calculations, full-dimensional potential energy surface datasets are obtained in 432 orientations for each species. Subsequently, the Boltzmann-weighted Full-dimensional potential parameters are derived by training the dataset exceeding 5106 data, including nonpolar and polar molecules, radicals, long-chain molecules, and ions. These BWF transport properties calculated by the BWF potential have been compared against the Lennard-Jones transport properties as well as experimental viscosity, mass diffusivity, and thermal conductivity coefficients. It shows discrepancies of viscosity coefficients within 1% and 5% for nonpolar and polar molecules, respectively. Furthermore, this potential model is applied to study radicals, long-chain molecules, and ions, for which the experimental data is rarely accessed in high accuracy. It indicates significant prediction improvements of complex interactions between various particles. The new transport properties are also embedded into combustion simulations to predict the laminar flame speeds and the flame extinction limits of methane, dimethyl ether, and n-heptane at elevated pressures, confirming its predictivity and effectiveness.
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CiteScore
4.20
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