One challenge to molecular modeling of process and product design is achieving the connection between nano-scale interactions and dynamics and the macroscale process and material properties. This can be achieved by molecular simulation of the key thermodynamic and transport properties and interfacing these properties with a chemical process simulator. This procedure is demonstrated for a typical compound and the ChemCAD process simulator. The properties determined from molecular simulation are vapor pressure, density, diffusivity, viscosity, and thermal conductivity.
A different challenge is the efficient development of transferable potentials to describe molecular interaction for many compounds, mixtures, and properties in globally optimal fashion. We present a systems based approach to solving this problem based on a random recursive search. The global optimum is sought based on minimizing the error in vapor pressure for a large database with interdependent site types while minimizing the number of discrete wells in each potential.
Keywords: Physical properties, molecular simulation, diffusivity, thermal conductivity, viscosity.
References Cui, J.; Elliott, J.R.; J. Chem. Phys., 114:7283 (2001). Unlu, O.; Gray, N.H.; Gerek, Z.N.; Elliott, J.R.; Ind Eng. Chem. Res., 43:1788 (2004).
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