Free Energy-Based Coarse-Grained Force Field for Binary Mixtures of Hydrocarbons, Nitrogen, Oxygen, and Carbon Dioxide

The free energy based Lennard-Jones 12-6 (FE-12-6) coarse-grained (CG) force field developed for alkanes1 has been extended to model small molecules of light hydrocarbons (methane, ethane, propane, butane, and isobutane), nitrogen, oxygen, and carbon dioxide. The adjustable parameters of the FE-12-6 potential are determined by fitting against experimental vapor-liquid equilibrium (VLE) curves and heat of vaporization (HOV) data for pure substance liquids. Simulations using the optimized FE-12-6 parameters correctly reproduced experimental measures of the VLE, HOV, density, vapor pressure, compressibility, critical point, and surface tension for pure substances over a wide range of thermodynamic states. The force field parameters optimized for pure substances were tested on methane/butane, nitrogen/decane, and carbon dioxide/decane binary mixtures to predict their vapor-liquid equilibrium phase diagrams. It is found that for nonpolar molecules represented by different sized beads, a common scaling factor (0.08) that reduces the strength of the interaction potential between unlike beads, generated using Lorentz-Berthelot (LB) combination rules, is required to predict vapor-liquid phase equilibria accurately.

[1]  M. G. Martin MCCCS Towhee: a tool for Monte Carlo molecular simulation , 2013 .

[2]  Huai Sun,et al.  Transferability and nonbond functional form of coarse grained force field - tested on linear alkanes. , 2015, Journal of chemical theory and computation.

[3]  Wataru Shinoda,et al.  Multi-property fitting and parameterization of a coarse grained model for aqueous surfactants , 2007 .

[4]  C. Kong Combining rules for intermolecular potential parameters. II. Rules for the Lennard‐Jones (12–6) potential and the Morse potential , 1973 .

[5]  Kurt Kremer,et al.  Coarse-Grained Polymer Melts Based on Isolated Atomistic Chains: Simulation of Polystyrene of Different Tacticities , 2009 .

[6]  Arnold T. Hagler,et al.  New combining rules for rare gas van der waals parameters , 1993, J. Comput. Chem..

[7]  Ying Li,et al.  Challenges in Multiscale Modeling of Polymer Dynamics , 2013 .

[8]  M. M. Piñeiro,et al.  Comprehensive Characterization of Interfacial Behavior for the Mixture CO2 + H2O + CH4: Comparison between Atomistic and Coarse Grained Molecular Simulation Models and Density Gradient Theory , 2014 .

[9]  José Mario Martínez,et al.  PACKMOL: A package for building initial configurations for molecular dynamics simulations , 2009, J. Comput. Chem..

[10]  N. Austin,et al.  Investigation of the Air Separation Properties of Zeolites Types A, X and Y by Monte Carlo Simulations , 1995 .

[11]  W. L. Jorgensen,et al.  Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids , 1996 .

[12]  George Jackson,et al.  SAFT- γ force field for the simulation of molecular fluids 6: Binary and ternary mixtures comprising water, carbon dioxide, and n -alkanes , 2016 .

[13]  Khaled A. M. Gasem,et al.  An automated apparatus for equilibrium phase compositions, densities, and interfacial tensions: data for carbon dioxide + decane , 2001 .

[14]  W G Noid,et al.  Systematic methods for structurally consistent coarse-grained models. , 2013, Methods in molecular biology.

[15]  Katie A. Maerzke,et al.  Transferable potentials for phase equilibria-coarse-grain description for linear alkanes. , 2011, The journal of physical chemistry. B.

[16]  J. Delhommelle,et al.  Inadequacy of the Lorentz-Berthelot combining rules for accurate predictions of equilibrium properties by molecular simulation , 2001 .

[17]  Gregory A Voth,et al.  The multiscale coarse-graining method. IV. Transferring coarse-grained potentials between temperatures. , 2009, The Journal of chemical physics.

[18]  G. Jackson,et al.  SAFT-γ force field for the simulation of molecular fluids: 4. A single-site coarse-grained model of water applicable over a wide temperature range , 2015 .

[19]  Gregory A Voth,et al.  The multiscale coarse-graining method. VII. Free energy decomposition of coarse-grained effective potentials. , 2011, The Journal of chemical physics.

[20]  George Jackson,et al.  Group contribution methodology based on the statistical associating fluid theory for heteronuclear molecules formed from Mie segments. , 2014, The Journal of chemical physics.

[21]  C. Adjiman,et al.  SAFT-γ force field for the simulation of molecular fluids: 2. Coarse-grained models of greenhouse gases, refrigerants, and long alkanes. , 2013, The journal of physical chemistry. B.

[22]  G. Voth Coarse-Graining of Condensed Phase and Biomolecular Systems , 2008 .

[23]  George Jackson,et al.  SAFT-γ force field for the simulation of molecular fluids. 1. A single-site coarse grained model of carbon dioxide. , 2011, The journal of physical chemistry. B.

[24]  Andrés Mejía,et al.  Use of Equations of State and Coarse Grained Simulations to Complement Experiments: Describing the Interfacial Properties of Carbon Dioxide + Decane and Carbon Dioxide + Eicosane Mixtures , 2014 .

[25]  Steve Plimpton,et al.  Fast parallel algorithms for short-range molecular dynamics , 1993 .

[26]  J. Ilja Siepmann,et al.  Transferable Potentials for Phase Equilibria. 1. United-Atom Description of n-Alkanes , 1998 .

[27]  C. Adjiman,et al.  SAFT-γ force field for the simulation of molecular fluids: 3. Coarse-grained models of benzene and hetero-group models of n-decylbenzene , 2012 .

[28]  E. Maginn,et al.  Thermodynamic Properties of Supercritical Mixtures of Carbon Dioxide and Methane: A Molecular Simulation Study , 2014 .

[29]  D. Tieleman,et al.  The MARTINI force field: coarse grained model for biomolecular simulations. , 2007, The journal of physical chemistry. B.

[30]  Florian Müller-Plathe,et al.  Transferability of coarse-grained force fields: the polymer case. , 2008, The Journal of chemical physics.

[31]  Wilfred F van Gunsteren,et al.  On developing coarse-grained models for biomolecular simulation: a review. , 2012, Physical chemistry chemical physics : PCCP.

[32]  Hu-Jun Qian,et al.  Temperature-Transferable Coarse-Grained potentials for ethylbenzene, polystyrene, and their mixtures , 2008 .

[33]  W G Noid,et al.  Perspective: Coarse-grained models for biomolecular systems. , 2013, The Journal of chemical physics.

[34]  A. Azarnoosh,et al.  Nitrogen-n-Decane System in the Two-Phase Region. , 1963 .

[35]  H. Sun,et al.  COMPASS: An ab Initio Force-Field Optimized for Condensed-Phase ApplicationsOverview with Details on Alkane and Benzene Compounds , 1998 .

[36]  Gregory A Voth,et al.  The multiscale coarse-graining method. X. Improved algorithms for constructing coarse-grained potentials for molecular systems. , 2012, The Journal of chemical physics.

[37]  Sergei Izvekov,et al.  Towards an understanding of many-particle effects in hydrophobic association in methane solutions. , 2011, The Journal of chemical physics.

[38]  G. Voth,et al.  Solvent Free Ionic Solution Models from Multiscale Coarse-Graining. , 2013, Journal of chemical theory and computation.

[39]  Alessandra Villa,et al.  Transferability of Nonbonded Interaction Potentials for Coarse-Grained Simulations: Benzene in Water. , 2010, Journal of chemical theory and computation.

[40]  Erik van Dijk,et al.  Coarse-grained versus atomistic simulations: realistic interaction free energies for real proteins , 2014, Bioinform..

[41]  Zhe Shen,et al.  Hierarchical atom type definitions and extensible all‐atom force fields , 2016, J. Comput. Chem..

[42]  A. Panagiotopoulos Direct determination of phase coexistence properties of fluids by Monte Carlo simulation in a new ensemble , 1987 .

[43]  Pritam Ganguly,et al.  Systematic coarse-graining methods for soft matter simulations - a review , 2013 .

[44]  D. Henderson,et al.  The effects of deviations from Lorentz–Berthelot rules on the properties of a simple mixture , 2008 .