A fundamental mass transport model based on molecular insights for pervaporation desalination

Pervaporation (PV) desalination, a promising technology to produce clean water, lacks some fundamental understanding of the molecular transport mechanism. We perform molecular dynamic simulations to unravel the molecular transport mechanism in polyvinyl alcohol PV desalination membranes. It is revealed that the dispersion forms of confined water molecules transform from nano-sized clusters to single molecules as the concentration gradient decreases within the membrane. The diffusion modes of confined water molecules with various dispersion forms are distinguished. The solvation free energy analysis explains the compensation mechanism of ions in membranes. Based on the simulation results, an analytical expression is derived to describe the relationship between the transport diffusion coefficient and solubility of confined water molecules. Using this analytical expression, a solution-diffusion model is established to calculate the permeability of PV desalination, and is validated with experimental results. These findings pave an avenue for building a theoretical framework of PV desalination.

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Publication Details

Journal
Nature Communications
Published
2025-08-11
DOI
https://doi.org/10.1038/s41467-025-62664-3
Citations
11
Primary Topic
Membrane Separation and Gas Transport
Type
article
Field-Weighted Citation Impact
7.85

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article

A fundamental mass transport model based on molecular insights for pervaporation desalination

Li‐Hao Xu, Ying‐Nan Feng, Heng Mao, Shen-Hui Li et al.
11 citations
Nature Communications
Membrane Separation and Gas Transport
7.85
article

A fundamental mass transport model based on molecular insights for pervaporation desalination

Li‐Hao Xu, Ying‐Nan Feng, Heng Mao, Shen-Hui Li, Hui Qi, Zhi‐Ping Zhao
article en
11 citations

Abstract

Pervaporation (PV) desalination, a promising technology to produce clean water, lacks some fundamental understanding of the molecular transport mechanism. We perform molecular dynamic simulations to unravel the molecular transport mechanism in polyvinyl alcohol PV desalination membranes. It is revealed that the dispersion forms of confined water molecules transform from nano-sized clusters to single molecules as the concentration gradient decreases within the membrane. The diffusion modes of confined water molecules with various dispersion forms are distinguished. The solvation free energy analysis explains the compensation mechanism of ions in membranes. Based on the simulation results, an analytical expression is derived to describe the relationship between the transport diffusion coefficient and solubility of confined water molecules. Using this analytical expression, a solution-diffusion model is established to calculate the permeability of PV desalination, and is validated with experimental results. These findings pave an avenue for building a theoretical framework of PV desalination.

Nature CommunicationsVol. 16(1)
Beijing Institute of Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 2%
Membrane Separation and Gas Transport
7.85
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A fundamental mass transport model based on molecular insights for pervaporation desalination — Li‐Hao Xu, Ying‐Nan Feng, et al. · Nature Communications (2025) | TGRS Research Map | TGRS