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

Journal Article · · Carbon

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. Here 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. 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 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 500–1000 Da, while naphthalene had little impact on chemical extraction process.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Fossil Energy and Carbon Management (FECM); USDOE Office of Science (SC); National Science Foundation (NSF)
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
2329593
Journal Information:
Carbon, Journal Name: Carbon Journal Issue: n/a Vol. 222; ISSN 0008-6223
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (77)

Chemical kinetics of hexamethyldisiloxane pyrolysis: A ReaxFF molecular dynamics simulation study journal April 2022
Computer simulation of coal organic mass structure and its sorption properties journal May 2019
Low-temperature carbonization of polyacrylonitrile/graphene carbon fibers: A combined ReaxFF molecular dynamics and experimental study journal April 2021
Solvent swelling behavior of Permian-aged South African vitrinite-rich and inertinite-rich coals journal January 2010
The utility of coal molecular models journal April 2011
Theoretical Study on the Mechanism of Hydrogen Donation and Transfer for Hydrogen-Donor Solvents during Direct Coal Liquefaction journal December 2018
Role of hydrogen donor and non-donor binary solvents in product distribution and hydrogen consumption during direct coal liquefaction journal May 2018
Coal liquefaction using a hydrogenated creosote oil solvent journal November 1985
Recent progress in coal structure research journal November 1992
Molecular Model Construction of Low-Quality Coal and Molecular Simulation of Chemical Bond Energy Combined with Materials Studio journal October 2021
Microstructural diversity and digestion yields of select bituminous and subbituminous coals as raw material candidates for carbon fiber precursor production journal September 2023
Structure and reactivity of coals: Field ionization mass spectrometry viewpoint journal August 1994
Coal solubility and swelling. 3. A model for coal swelling journal July 1990
Visualization and analysis of atomistic simulation data with OVITO–the Open Visualization Tool journal December 2009
Insights into the thermal stability and conversion of carbon-based materials by using ReaxFF reactive force field: Recent advances and future directions journal August 2022
Rational Design of Hydrogen-Donor Solvents for Direct Coal Liquefaction journal March 2018
Structural features of Qingdao petroleum coke from HRTEM lattice fringes: Distributions of length, orientation, stacking, curvature, and a large-scale image-guided 3D atomistic representation journal April 2018
Liquefaction characteristics of the three major maceral groups separated from a single coal journal September 1992
Characterization of Porosity and Pore Accessibility of Vitrinite-Rich Bituminous and Subbituminous Coals by Small-Angle Neutron Scattering, Mercury Intrusion Porosimetry, and Low-Pressure N2 Adsorption journal December 2022
Solvent Swelling Extent of Permian-Aged Vitrinite- and Inertinite-Rich Coals: Experiments and Modeling Using the Perturbed-Chain Statistical Associating Fluid Theory (PC-SAFT) journal May 2011
Petrographic and reflectance analysis of solvent-swelled and solvent-extracted South African vitrinite-rich and inertinite-rich coals journal January 2010
Carbonization of pitches—IV journal April 1975
Applications of Noncontact Atomic Force Microscopy in Petroleum Characterization: Opportunities and Challenges journal September 2021
Dynamic trends for char/soot formation during secondary reactions of coal pyrolysis by large-scale reactive molecular dynamics journal May 2021
Direct determination and quantification of sulfur forms in coals from the Argonne Premium Sample Program journal January 1991
The nature of the macromolecular network structure of bituminous coals journal November 1985
Polycyclic aromatic hydrocarbons in Australian coals—III. Structural elucidation by proton nuclear magnetic resonance spectroscopy journal January 1988
ReaxFF:  A Reactive Force Field for Hydrocarbons journal October 2001
Initial reaction mechanisms of cellulose pyrolysis revealed by ReaxFF molecular dynamics journal August 2016
ReaxFF- l g: Correction of the ReaxFF Reactive Force Field for London Dispersion, with Applications to the Equations of State for Energetic Materials journal October 2011
Molecular components of coal and coal structure journal January 1981
Constitution of Illinois No. 6 Argonne Premium Coal: A Review journal February 2011
Canonical dynamics: Equilibrium phase-space distributions journal March 1985
Structural characterization of vitrinite-rich and inertinite-rich Permian-aged South African bituminous coals journal December 2008
ReaxFF and DFT study on the sulfur transformation mechanism during the oxidation process of lignite journal October 2016
Solvent Swelling of Maceral Concentrates journal March 1997
Development of the ReaxFF Reactive Force Field for Describing Transition Metal Catalyzed Reactions, with Application to the Initial Stages of the Catalytic Formation of Carbon Nanotubes journal January 2005
First-principles and classical molecular dynamics simulation of shocked polymers journal February 2010
Electronegativity-equalization method for the calculation of atomic charges in molecules journal July 1986
Carbon-13 solid-state NMR of Argonne-premium coals journal March 1989
A unified formulation of the constant temperature molecular dynamics methods journal July 1984
Simulation of Interaction of Coal Associates with Solvents Using the Molecular Dynamics Calculation journal October 1998
Parallel reactive molecular dynamics: Numerical methods and algorithmic techniques journal April 2012
Predicting cost-effective carbon fiber precursors: Unraveling the functionalities of oxygen and nitrogen-containing groups during carbonization from ReaxFF simulations journal April 2020
Investigation of model scale effects on coal pyrolysis using ReaxFF MD simulation journal July 2017
A molecular model for Illinois No. 6 Argonne Premium coal: Moving toward capturing the continuum structure journal May 2012
Simulation of Solvent Extraction of South African Vitrinite- and Inertinite-Rich Coals journal December 2010
Bringing the MMFF force field to the RDKit: implementation and validation journal July 2014
Initial Mechanisms for an Overall Behavior of Lignin Pyrolysis through Large-Scale ReaxFF Molecular Dynamics Simulations journal March 2016
ReaxFF Reactive Force Field for Molecular Dynamics Simulations of Hydrocarbon Oxidation journal February 2008
Characteristics of coal-oxygen chemisorption at the low-temperature oxidation stage: DFT and experimental study journal May 2022
Determining the molecular weight distribution of Pocahontas No. 3 low-volatile bituminous coal utilizing HRTEM and laser desorption ionization mass spectra data journal July 2010
Hydrogenation of coal tar pitch for improved mesophase pitch molecular orientation and carbon fiber processing journal September 2023
The associated molecular nature of bituminous coal journal August 1992
From coal to single-stage and two-stage products: A reactive model of coal structure journal September 1984
Insight into the aromatic ring structures of a low-rank coal by step-wise oxidation degradation journal December 2020
Construction of a Multicomponent Molecular Model of Fugu Coal for ReaxFF-MD Pyrolysis Simulation journal March 2019
The molecular representations of coal – A review journal June 2012
ReaxFF Molecular Dynamics Simulations of Thermal Reactivity of Various Fuels in Pyrolysis and Combustion journal July 2021
Carbon fiber synthesis from pitch: Insights from ReaxFF based molecular dynamics simulations journal May 2021
Nature of the porosity in American coals journal October 1972
Optically Anisotropic Texture in Tetrhydroqulnoline Soluble Matter of Carbomceous Mesophase journal January 1981
Investigation of Overall Pyrolysis Stages for Liulin Bituminous Coal by Large-Scale ReaxFF Molecular Dynamics journal March 2017
Comparison of Cluster and Infinite Crystal Calculations on Zeolites with the Electronegativity Equalization Method (EEM) journal March 1995
Molecular representations of Permian-aged vitrinite-rich and inertinite-rich South African coals journal January 2010
Pyrolysis simulations of Fugu coal by large-scale ReaxFF molecular dynamics journal September 2018
Detailed Characterization of Vitrinite-Rich Subbituminous and Bituminous Coals for Utilization in Carbon Fiber Precursor Production journal March 2024
Transformation Characteristics of Hydrogen-Donor Solvent Tetralin in the Process of Direct Coal Liquefaction journal November 2019
A large-scale molecular model of Fenghuangshan anthracite coal journal July 2021
Combustion of an Illinois No. 6 coal char simulated using an atomistic char representation and the ReaxFF reactive force field journal March 2012
LAMMPS - a flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales journal February 2022
Quantification of Nitrogen Forms in Argonne Premium Coals journal July 1994
PACKMOL: A package for building initial configurations for molecular dynamics simulations journal October 2009
Cost-effective carbon fiber precursor selections of polyacrylonitrile-derived blend polymers: carbonization chemistry and structural characterizations journal January 2022
Ex Situ and In Situ Thermal Transformations of M-50 Pitch Revealed by Non-contact Atomic Force Microscopy journal September 2021
Improved Low-Volatile Bituminous Coal Representation: Incorporating the Molecular-Weight Distribution journal July 2008
Considering non-power generation uses of coal in the United States journal May 2020