Large-Scale Atomistic Model Construction of Subbituminous and Bituminous Coals for Solvent Extraction Simulations with Reactive Molecular Dynamics

34 Pages Posted: 27 Nov 2023

See all articles by Pilsun Yoo

Pilsun Yoo

Government of the United States of America - Oak Ridge National Laboratory

Gang Seob Jung

Government of the United States of America - Oak Ridge National Laboratory

Matthew R. Ryder

Government of the United States of America - Oak Ridge National Laboratory

Frederic Vautard

Government of the United States of America - Oak Ridge National Laboratory

Ercan Cakmak

Government of the United States of America - Oak Ridge National Laboratory

Sungsool Wi

Florida State University

Mattew C. Weisenberger

University of Kentucky

Edgar Lara-Curzio

Oak Ridge National Laboratory

Jonathan P. Mathews

Pennsylvania State University

Stephan Irle

Government of the United States of America - Oak Ridge National Laboratory

Abstract

Large-scale atomistic models for complex polyaromatic 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 remains 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 (13C-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 (~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. The dynamic simulations suggest a plausible chemical extraction process and products for the complex fossil feedstock. Reactive Dynamics simulation 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 radical-free 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 500-1,000 amu, while naphthalene had little impact on chemical extraction process.

Keywords: bottom-up carbonaceous model construction, atomistic coal model, solvent extraction, reactive simulations of coal, ensemble of macromolecules

Suggested Citation

Yoo, Pilsun and Jung, Gang Seob and Ryder, Matthew R. and Vautard, Frederic and Cakmak, Ercan and Wi, Sungsool and Weisenberger, Mattew C. and Lara-Curzio, Edgar and Mathews, Jonathan P. and Irle, Stephan, Large-Scale Atomistic Model Construction of Subbituminous and Bituminous Coals for Solvent Extraction Simulations with Reactive Molecular Dynamics. Available at SSRN: https://ssrn.com/abstract=4645488 or http://dx.doi.org/10.2139/ssrn.4645488

Pilsun Yoo (Contact Author)

Government of the United States of America - Oak Ridge National Laboratory ( email )

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608
Room B-106, Building 5700
Oak Ridge, TN 37831
United States

Gang Seob Jung

Government of the United States of America - Oak Ridge National Laboratory ( email )

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608
Room B-106, Building 5700
Oak Ridge, TN 37831
United States

Matthew R. Ryder

Government of the United States of America - Oak Ridge National Laboratory ( email )

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608
Room B-106, Building 5700
Oak Ridge, TN 37831
United States

Frederic Vautard

Government of the United States of America - Oak Ridge National Laboratory ( email )

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608
Room B-106, Building 5700
Oak Ridge, TN 37831
United States

Ercan Cakmak

Government of the United States of America - Oak Ridge National Laboratory ( email )

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608
Room B-106, Building 5700
Oak Ridge, TN 37831
United States

Sungsool Wi

Florida State University ( email )

Tallahasse, FL 32306
United States

Mattew C. Weisenberger

University of Kentucky ( email )

Lexington, KY 40506
United States

Edgar Lara-Curzio

Oak Ridge National Laboratory

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608
Room B-106, Building 5700
Oak Ridge, TN 37831
United States

Jonathan P. Mathews

Pennsylvania State University ( email )

Stephan Irle

Government of the United States of America - Oak Ridge National Laboratory ( email )

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608
Room B-106, Building 5700
Oak Ridge, TN 37831
United States

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