Abstract
A combination of ab initio and classical molecular dynamic simulations was used to explore the adsorption/desorption and diffusion characteristics of ion-exchange resins for extraction of organic anions in electrically-driven separation processes. We considered two classes of carboxylate mixtures that are commonly encountered in bioprocessing separations: a short chain fatty acid mixture (acetate/butyrate) and an aromatic mixture (ferulate/coumarate). The suitability of several resin materials including PFC100E, IRC86, PFA444 and IRA67 was interrogated. The decomposition of the interaction energies by the symmetry-adapted perturbation theory and the classical molecular dynamic simulations of organic diffusion together reveal that the geometries of the organic anions and the functional groups of the resins, as well as their Columbic interactions, are the controlling factors in the diffusion process of the organic compounds in these resins. Classical simulations also show that modifying the functionality of resin beads, the magnitude of electric fields, and the ratio of organic mixtures may provide an effective way to control the diffusion rate and obtain selective separation of these organic mixtures. Finally, a general suggestion for favorable separation conditions is summarized.
Original language | English |
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Article number | 118890 |
Journal | Journal of Membrane Science |
Volume | 624 |
DOIs | |
State | Published - Apr 15 2021 |
Externally published | Yes |
Funding
This work was financially sponsored by the U.S. Department of Energy's (DOE's) Bioenergy Technologies Office (BETO). Computational resources were provided by Research Computing at Pacific Northwest National Laboratory and the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility. The submitted manuscript was created jointly by University of Chicago Argonne, LLC, Operator of Argonne National Laboratory (“Argonne”). Argonne, a U.S. Department of Energy Office of Science laboratory, is operated under contract no. DE-AC02-06CH11357. This work was financially sponsored by the U.S. Department of Energy's (DOE's) Bioenergy Technologies Office (BETO) . Computational resources were provided by Research Computing at Pacific Northwest National Laboratory and the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility. The submitted manuscript was created jointly by University of Chicago Argonne, LLC, Operator of Argonne National Laboratory (“Argonne”). Argonne, a U.S. Department of Energy Office of Science laboratory, is operated under contract no. DE-AC02-06CH11357.
Funders | Funder number |
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University of Chicago Argonne | |
U.S. Department of Energy | DE-AC02-06CH11357 |
Office of Science | |
Argonne National Laboratory | |
Bioenergy Technologies Office | |
National Energy Research Scientific Computing Center |
Keywords
- Electrodeionization
- Ion-exchange resin
- Molecular dynamics
- Organic anion
- SAPT