Understanding adsorption in mesoporous materials through lattice-based density functional theory and Monte Carlo simulation
Confining walls induce qualitative changes in adsorbed fluids. Among the most intriguing phenomena is hysteresis, where a pore fills with fluid at a greater pressure than it empties. The causes and mechanisms by which this occurs are intensely investigated yet still poorly understood. Ordered mesopo...
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ndltd-UMASS-oai-scholarworks.umass.edu-dissertations-53302020-12-02T14:30:21Z Understanding adsorption in mesoporous materials through lattice-based density functional theory and Monte Carlo simulation Libby, Bradd E Confining walls induce qualitative changes in adsorbed fluids. Among the most intriguing phenomena is hysteresis, where a pore fills with fluid at a greater pressure than it empties. The causes and mechanisms by which this occurs are intensely investigated yet still poorly understood. Ordered mesoporous silicas, recently discovered materials with well-defined pore size distributions, provide an opportunity to deepen our understanding of the fundamental physics of the interaction of fluids with complex solids. In part of this computational investigation we examine idealized pores. In agreement with other recent studies, we find that in 'inkbottle'-shaped pores, where a large cavity is accessible to the bulk fluid only by constrictions, there is no evidence of the long-hypothesized phenomenon of 'pore blocking', where the constrictions inhibit fluid desorption from the cavity. We find that even in these simple systems the mechanism of hysteresis depends on pore characteristics, fluid properties and external conditions. For silicas containing cylindrical holes of nearly uniform diameter, such as MCM-41, the state-of-the-art is to consider only a single pore, but the poor qualitative agreement of theoretical with experimental results has improved little as wall representations of increasing sophistication have been developed. Using only a one-dimensional potential, we reproduce features of isotherms, including in the hysteresis region, by averaging over a narrow distribution of pore sizes. The qualitative behavior is shown to be a collective phenomenon not representative of any individual pore. Adding surface roughness and a constriction to the pores yields results quantitatively nearly indistinguishable from experiments. For materials larger than MCM-41, a continuum simulation proves too computationally taxing. Thus, a lattice model with adjustable fineness of site spacing is developed. It is found that a surprisingly low level of fineness is needed for confined systems to closely approximate continuum results. This model is applied to cubically symmetric materials, such as MCM-48 and SBA-16, finding that simulations are able to reproduce much of the qualitative behavior seen experimentally, but the lack of existing knowledge of the nature of silica walls proves to be a limiting factor. 2009-01-01T08:00:00Z text https://scholarworks.umass.edu/dissertations/AAI3349729 Doctoral Dissertations Available from Proquest ENG ScholarWorks@UMass Amherst Chemical engineering |
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Chemical engineering Libby, Bradd E Understanding adsorption in mesoporous materials through lattice-based density functional theory and Monte Carlo simulation |
description |
Confining walls induce qualitative changes in adsorbed fluids. Among the most intriguing phenomena is hysteresis, where a pore fills with fluid at a greater pressure than it empties. The causes and mechanisms by which this occurs are intensely investigated yet still poorly understood. Ordered mesoporous silicas, recently discovered materials with well-defined pore size distributions, provide an opportunity to deepen our understanding of the fundamental physics of the interaction of fluids with complex solids. In part of this computational investigation we examine idealized pores. In agreement with other recent studies, we find that in 'inkbottle'-shaped pores, where a large cavity is accessible to the bulk fluid only by constrictions, there is no evidence of the long-hypothesized phenomenon of 'pore blocking', where the constrictions inhibit fluid desorption from the cavity. We find that even in these simple systems the mechanism of hysteresis depends on pore characteristics, fluid properties and external conditions. For silicas containing cylindrical holes of nearly uniform diameter, such as MCM-41, the state-of-the-art is to consider only a single pore, but the poor qualitative agreement of theoretical with experimental results has improved little as wall representations of increasing sophistication have been developed. Using only a one-dimensional potential, we reproduce features of isotherms, including in the hysteresis region, by averaging over a narrow distribution of pore sizes. The qualitative behavior is shown to be a collective phenomenon not representative of any individual pore. Adding surface roughness and a constriction to the pores yields results quantitatively nearly indistinguishable from experiments. For materials larger than MCM-41, a continuum simulation proves too computationally taxing. Thus, a lattice model with adjustable fineness of site spacing is developed. It is found that a surprisingly low level of fineness is needed for confined systems to closely approximate continuum results. This model is applied to cubically symmetric materials, such as MCM-48 and SBA-16, finding that simulations are able to reproduce much of the qualitative behavior seen experimentally, but the lack of existing knowledge of the nature of silica walls proves to be a limiting factor. |
author |
Libby, Bradd E |
author_facet |
Libby, Bradd E |
author_sort |
Libby, Bradd E |
title |
Understanding adsorption in mesoporous materials through lattice-based density functional theory and Monte Carlo simulation |
title_short |
Understanding adsorption in mesoporous materials through lattice-based density functional theory and Monte Carlo simulation |
title_full |
Understanding adsorption in mesoporous materials through lattice-based density functional theory and Monte Carlo simulation |
title_fullStr |
Understanding adsorption in mesoporous materials through lattice-based density functional theory and Monte Carlo simulation |
title_full_unstemmed |
Understanding adsorption in mesoporous materials through lattice-based density functional theory and Monte Carlo simulation |
title_sort |
understanding adsorption in mesoporous materials through lattice-based density functional theory and monte carlo simulation |
publisher |
ScholarWorks@UMass Amherst |
publishDate |
2009 |
url |
https://scholarworks.umass.edu/dissertations/AAI3349729 |
work_keys_str_mv |
AT libbybradde understandingadsorptioninmesoporousmaterialsthroughlatticebaseddensityfunctionaltheoryandmontecarlosimulation |
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1719364293378441216 |