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Lithium, a pivotal resource in the new energy sector, demands the development of efficient and energy-saving lithium-magnesium separation technologies. This study employed electric field-assisted nanofiltration (E-NF) technology to achieve efficient lithium-magnesium separation. Compared with conventional nanofiltration, at a current density of 2 mA·cm, the rejection rate of Li⁺ decreased from -27.4 % to -32 %, while that of Mg increased from 95.8 % to 99 %. The underlying molecular mechanisms were explored using operando Raman spectroscopy, X-ray scattering (XRS), and molecular dynamics (MD) simulations. Results indicate that the electric field disrupts hydrogen bonds in LiCl solutions more significantly than in MgCl solutions, leading to a looser bulk water structure around lithium ions. XRS and Raman data show reduced peak intensities for Ow-Ow and ion-water interactions, with more pronounced effects in LiCl solutions. The decrease in Li-O and Mg-O characteristic peak intensities indicates a weakening interaction between ions and water molecules. MD simulations reveal that the electric field enhances Li⁺ dehydration and membrane permeation by reducing its coordination shells, while only slightly affecting Mg Overall, the electric field accelerates Li⁺ dehydration, facilitating its rapid passage through the membrane, while Mg²⁺ is retained via Donnan effects and dielectric exclusion, effectively separating Li⁺ from Mg²⁺.
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http://dx.doi.org/10.1016/j.watres.2025.124333 | DOI Listing |
Water Res
August 2025
School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, Guangdong, 518172, PR China. Electronic address:
It is crucial to efficiently recover high value sources from seawater and salt-lake brines for global sustainable development goals. However, conventional membrane-based recovery methods face some significant challenges such as insufficient membrane performance and unclear mechanism. To address this issue, we propose a machine learning-driven framework with various models to systematically optimize nanofiltration membrane performance and then elucidate the underlying mechanism at the structure-process-performance nexus.
View Article and Find Full Text PDFWater Res
August 2025
Engineering Research Center of Seawater Utilization Technology of Ministry of Education, School of Chemical Engineering and Technology, Hebei University of Technology, Tianjin 300401, China; Hebei Collaborative Innovation Center of Modern Marine Chemical Technology, Tianjin 300401, China.
Lithium, a pivotal resource in the new energy sector, demands the development of efficient and energy-saving lithium-magnesium separation technologies. This study employed electric field-assisted nanofiltration (E-NF) technology to achieve efficient lithium-magnesium separation. Compared with conventional nanofiltration, at a current density of 2 mA·cm, the rejection rate of Li⁺ decreased from -27.
View Article and Find Full Text PDFNanomaterials (Basel)
June 2025
State Key Laboratory of Pollution Control and Resources Reuse, Key Laboratory of Yangtze River Water Environment, Ministry of Education, College of Environmental Science and Engineering, Tongji University, 1239 Siping Rd., Shanghai 200092, China.
The rapid development of the global energy industry has driven an escalating worldwide demand for lithium resources. As a major lithium source, salt lake brines contain abundant divalent ions that hinder efficient lithium extraction. Compared with conventional lithium recovery technologies, nanofiltration membranes emerge as an energy-efficient and environmentally friendly alternative.
View Article and Find Full Text PDFAngew Chem Int Ed Engl
June 2025
Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, 266101, P.R. China.
Inspired by nature, many artificial ion sieving materials have been developed, shedding light on the next-generation ion, e.g., Li, extraction applications.
View Article and Find Full Text PDFWater Res
January 2025
MIIT Key Laboratory of Critical Materials Technology for New Energy Conversion and Storage, State Key Laboratory of Urban Water Resource and Environment, School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin 150001, China. Electronic address:
Monovalent cation exchange membranes (MCEMs) have progressively played an important role in the field of ion separation. However, according to transition state theory (TST), synchronously tuning the enthalpy barrier (△H) and entropy barrier (△S) for cation transport to improve ion separation performance is challenging. Here, the enamine reaction between the -NH- and -CHO groups is applied to regulate the subsequent Schiff-base reaction between the -CHO and -NH groups, which reduces the positive charges of the selective layer but increases the steric hindrance.
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