Rejection of low molecular weight solutes by mean of cnts: A quantum mechanics and atomistic study
Abstract
Data di Pubblicazione:
2012
Abstract:
The rejection of charged and neutral molecules with low Molecular Weight, as well as
the membrane fouling are fundamental aspects that should be considered during the
waste water treatment. The material choice, used in the membrane preparation, is of
great importance (material design) as well the optimization of parameters related to the
integrated separation processes (process design). The carbon nanotubes (CNTs) have
shown amazing hydrodynamic properties. Thus, CNTs-composite membranes can be
considered promising solutions for the waste water treatment. The special fluiddynamics
of CNTs has been thoroughly studied using experimental and modelling
approaches1,2. Although the CNT embedding in the correct orientation constitutes
largest drawback to the development of CNTs-composite membranes, the ability of
CNTs to reject low MW solutes remains a relevant issue. A computational study on the
rejection of interesting solutes by CNTs is presented here. After the optimization of the
CNT diameters as a function of their rejection capability, the analysis of the water flow
in the identified nanotubes was carried out. Thus, rejection and water flow were
connected. The originality of this study lies in the suitably combination of different
computational methods: Quantum Mechanics (QM), Monte Carlo (MC) and Molecular
Dynamics (MD). Whilst QM allows a sub-nano scale investigation, MC and MD
simulations permit analysis in the nano-scale. QM gives accurately description of the
noncovalent interactions among solutes, water and CNTs, regardless of use of ad-hoc
Force Fields3,4 while MC and MD simulations allow to analyse the solute dynamics in
the CNTs. Thus, the combination of these different approaches provides an overview on
the CNTs selectivity. Thirteen charged and neutral solutes of large, medium and small
molecular weight were considered, such as tyrosol, vanillic acid, EDTA, octylphenol
ethoxylate and etc. Their geometries were optimized at quantum mechanics level in the
frame of Density Functional Theory. As regards the large molecules, conformer
research was performed before QM optimizations. The ab-initio geometries permit to be
released from experimental parameters without losing any generality. The calculated
geometries were then used to evaluate the effective
diameter, Deff, and cross-sections of each single
molecule including the vdW radii of the solute
atoms. The Deff calculation was performed using an
home-made algorithm, which also enables to give
the maximum and minimum projections of the
solute atoms on the CNTs opening (Dproi-max and
Dproi-min). Dproi-max was used to draw the solute
arrangement into a CNT according to the
conformation shown in Figure 1.
The CNTs with internal diameter ranging between 1.1 nm and 10 nm were used in this
study. It was assumed that the conformation, shown in Figure 1, may be indicative
about the molecular packing in CNTs. Aware that this simple consideration is reductive,
MC and MD simulations were carried out to investigate more accurately the solute
packaging in the CNTs with diameter smaller than 2.77 nm. These simulations were
carried out in the grand canonical ensemble with a very efficient Monte Carlo algorithm
and they allowed to study the sorption of small molecules inside smooth single-wall
nanotubes. The obtained results reveal highly-ordered structures, their degree of
ordering depending strongly on the CNT diameter. Representative configurations form
Figure 1. Arrangement of tyrosol molecule with
the phenyl parallel to the main axis of (8,8) CNT
the MC studies were then subjected to MD simulations in the isothermal-isobaric
statistical ensemble at temperature T=298K and P=1atm
with the LAMMPS code, using the DREIDING forcefield5.
The outcome, here, was the calculation of the mean
res
Tipologia CRIS:
04.02 Abstract in Atti di convegno
Keywords:
Carbon nanotubes; Monte carlo; Molecular Dynamics; Quantum mechanics; Waste water treatment
Elenco autori:
DE LUCA, Giorgio; Figoli, Alberto
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