Large-scale atomistic model construction of subbituminous and bituminous coals for solvent extraction simulations with reactive molecular dynamics

被引:11
作者
Yoo, Pilsun [1 ]
Jung, Gang Seob [1 ]
Ryder, Matthew R. [2 ]
Vautard, Frederic [3 ]
Cakmak, Ercan [2 ]
Wi, Sungsool [4 ]
Weisenberger, Matthew C. [5 ]
Lara-Curzio, Edgar [6 ]
Mathews, Jonathan P. [7 ,8 ]
Irle, Stephan [1 ]
机构
[1] Oak Ridge Natl Lab, Computat Sci & Engn Div, 1 Bethel Valley Rd, Oak Ridge, TN 37830 USA
[2] Oak Ridge Natl Lab, Mat Sci & Technol Div, 1 Bethel Valley Rd, Oak Ridge, TN 37830 USA
[3] Oak Ridge Natl Lab, Chem Sci Div, Oak Ridge, TN 37831 USA
[4] Florida State Univ, Natl High Magnet Field Lab, Tallahassee, FL 32310 USA
[5] Univ Kentucky, Ctr Appl Energy Res, Lexington, KY 40511 USA
[6] Oak Ridge Natl Lab, Energy Sci & Technol Directorate, 1 Bethel Valley Rd, Oak Ridge, TN 37830 USA
[7] Penn State Univ, Leone Family Dept Energy & Minerals Engn, 126 Hosler Bldg, University Pk, PA 16802 USA
[8] Penn State Univ, EMS Energy Inst, 126 Hosler Bldg, University Pk, PA 16802 USA
基金
美国国家科学基金会;
关键词
Bottom-up carbonaceous model construction; Atomistic coal model; Solvent extraction; Reactive molecular dynamics simulations of coal; Ensemble of macromolecules; ELECTRONEGATIVITY EQUALIZATION METHOD; POLYCYCLIC AROMATIC-HYDROCARBONS; FORCE-FIELD; HYDROGEN-DONOR; VITRINITE-RICH; REAXFF; PYROLYSIS; CARBONIZATION; LIQUEFACTION; QUANTIFICATION;
D O I
10.1016/j.carbon.2024.118939
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Large-scale atomistic models for complex polycyclic aromatic hydrocarbon systems help understand the chemical properties and behaviors of complex feedstocks such as coal or petroleum. However, the development and utilization of large-scale models remain limited due to the difficulty in achieving the varied structural characteristics necessary to capture stochastic nature of these feedstocks. We demonstrate a systematic workflow to construct stochastic molecular systems from a broad analytical suite: high-resolution transmission electron microscopy (HRTEM), carbon-13 nuclear magnetic resonance spectroscopy (C-13 NMR), laser desorption ionization mass spectroscopy (LDI-MS), and elemental analysis. We present a model construction and analysis utility of a new Python-based module. We selected one subbituminous and three high -volatile bituminous coals to construct large-scale models (similar to 40,000 atoms). The constructed models were utilized to examine the affinity for solvent extraction (naphthalene or tetralin) and the effect of structural properties (e.g., aromatic cluster size, functional groups, and cross-linking) in reactive molecular dynamics simulations. Complex chemical reactions were monitored with bond order transitions, intermediates formation, and mass distributions. Reactive molecular dynamics simulations suggest a plausible chemical extraction process and products for the complex fossil feedstocks. The results indicated that radical formations with bond breaking of bridging oxygens and carbons were required at high temperatures to facilitate hydrogeneration and extraction of gas molecules from radicalfree molecules. We observed that aliphatic chains of tetralin were easily decomposed and combined with radicals to form small size of molecules with aryl bonding, mainly increasing molecules in the 500-1000 Da, while naphthalene had little impact on chemical extraction process.
引用
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页数:15
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