Reactive Molecular Dynamics Simulations and Quantum Chemistry Calculations to Investigate Soot-Relevant Reaction Pathways for Hexylamine Isomers

Hyunguk Kwon, Brian D. Etz, Brian D. Etz, Matthew J. Montgomery, Richard Messerly, Sharmin Shabnam, Shubham Vyas, Adri C.T. Van Duin, Charles S. McEnally, Lisa D. Pfefferle, Seonah Kim, Yuan Xuan

Research output: Contribution to journalArticlepeer-review

15 Scopus citations

Abstract

Sooting tendencies of a series of nitrogen-containing hydrocarbons (NHCs) have been recently characterized experimentally using the yield sooting index (YSI) methodology. This work aims to identify soot-relevant reaction pathways for three selected C6H15N amines, namely, dipropylamine (DPA), diisopropylamine (DIPA), and 3,3-dimethylbutylamine (DMBA) using ReaxFF molecular dynamics (MD) simulations and quantum mechanical (QM) calculations and to interpret the experimentally observed trends. ReaxFF MD simulations are performed to determine the important intermediate species and radicals involved in the fuel decomposition and soot formation processes. QM calculations are employed to extensively search for chemical reactions involving these species and radicals based on the ReaxFF MD results and also to quantitatively characterize the potential energy surfaces. Specifically, ReaxFF simulations are carried out in the NVT ensemble at 1400, 1600, and 1800 K, where soot has been identified to form in the YSI experiment. These simulations account for the interactions among test fuel molecules and pre-existing radicals and intermediate species generated from rich methane combustion, using a recently proposed simulation framework. ReaxFF simulations predict that the reactivity of the amines decrease in the order DIPA > DPA > DMBA, independent of temperature. Both QM calculations and ReaxFF simulations predict that C2H4, C3H6, and C4H8 are the main nonaromatic soot precursors formed during the decomposition of DPA, DIPA, and DMBA, respectively, and the associated reaction pathways are identified for each amine. Both theoretical methods predict that sooting tendency increases in the order DPA, DIPA, and DMBA, consistent with the experimentally measured trend in YSI. This work demonstrates that sooting tendencies and soot-relevant reaction pathways of fuels with unknown chemical kinetics can be identified efficiently through combined ReaxFF and QM simulations. Overall, predictions from ReaxFF simulations and QM calculations are consistent, in terms of fuel reactivity, major intermediates, and major nonaromatic soot precursors.

Original languageEnglish
Pages (from-to)4290-4304
Number of pages15
JournalJournal of Physical Chemistry A
Volume124
Issue number21
DOIs
StatePublished - May 28 2020
Externally publishedYes

Funding

A portion of this research was conducted as part of the Co-Optimization of Fuels & Engines (Co-Optima) project sponsored by the U.S. Department of Energy, Office of Energy Efficiency and Renewable Energy (EERE), Bioenergy Technologies (BETO), and Vehicle Technologies Offices (VTO) (DE-EE0007983). Work at the National Renewable Energy Laboratory was performed under Contract No. DE347AC36-99GO10337. Computer time was provided by the NSF Extreme Science and Engineering Discovery Environment (XSEDE), Grant no. MCB-090159, and by the National Renewable Energy Laboratory Computational Science Center. ACTvD and SS acknowledge funding from AFOSR grant #FA9550-17-1-0173.

FundersFunder number
BioEnergy TechnologiesDE-EE0007983, DE347AC36-99GO10337
Co-Optimization of Fuels & Engines
NSF Extreme Science and Engineering Discovery Environment
National Renewable Energy Laboratory Computational Science Center
XSEDEMCB-090159
U.S. Department of Energy
Air Force Office of Scientific Research9550-17-1-0173
Office of Energy Efficiency and Renewable Energy

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