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dc.contributor.authorLiu, Suwei
dc.contributor.authorFoo, Zihao
dc.contributor.authorLienhard, John H
dc.contributor.authorKeten, Sinan
dc.contributor.authorLueptow, Richard M.
dc.date.accessioned2025-07-03T18:25:30Z
dc.date.available2025-07-03T18:25:30Z
dc.date.issued2025-06-18
dc.identifier.urihttps://hdl.handle.net/1721.1/159872
dc.description.abstractPolyamide membranes, such as nanofiltration (NF) membranes, are widely used for water purification. However, the mechanisms of solute transport and solute rejection due to solute charge interactions with the membrane remain unclear at the molecular level. Here, we use molecular dynamics simulations to examine the transport of single-solute feeds through charged nanofiltration membranes with different membrane charge concentrations of COO− and NH+2 resulting from the deprotonation or protonation of polymeric end groups according to the pH level that the membrane experiences. The results show that Na+ and Cl− solute ions are better rejected when the membrane has a higher concentration of negatively charged groups, corresponding to a higher pH, whereas CaCl2 is well rejected at all pH levels studied. These results are consistent with those of experiments performed at the same pH conditions as the simulation setup. Moreover, solute transport behavior depends on the membrane functional group distribution. When COO− functional groups are concentrated at membrane feed surface, ion permeation into the membrane is reduced. Counter-ions tend to associate with charged functional groups while co-ions seem to pass by the charged groups more easily. In addition, steric effects play a role when ions of opposite charge cluster in pores of the membrane. This study reveals solute transport and rejection mechanisms related to membrane charge and provides insights into how membranes might be designed to achieve specific desired solute rejection.en_US
dc.publisherMultidisciplinary Digital Publishing Instituteen_US
dc.relation.isversionofhttp://dx.doi.org/10.3390/membranes15060184en_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_US
dc.sourceMultidisciplinary Digital Publishing Instituteen_US
dc.titleMembrane Charge Effects on Solute Transport in Nanofiltration: Experiments and Molecular Dynamics Simulationsen_US
dc.typeArticleen_US
dc.identifier.citationLiu, S.; Foo, Z.; Lienhard, J.H.; Keten, S.; Lueptow, R.M. Membrane Charge Effects on Solute Transport in Nanofiltration: Experiments and Molecular Dynamics Simulations. Membranes 2025, 15, 184.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Mechanical Engineeringen_US
dc.contributor.departmentMassachusetts Institute of Technology. Center for Computational Science and Engineeringen_US
dc.relation.journalMembranesen_US
dc.identifier.mitlicensePUBLISHER_CC
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2025-06-25T13:19:33Z
dspace.date.submission2025-06-25T13:19:33Z
mit.journal.volume15en_US
mit.journal.issue6en_US
mit.licensePUBLISHER_CC
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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