The utilization of colloidal polymers to regulate interfacial polymerization (IP) kinetics allows for the controlled design of thin-film nanocomposite (TFN) reverse osmosis (RO) membrane structures. However, inadequate interfacial compatibility between the polymer and polyamide (PA) matrix can negatively affect the membrane's fine structure. In this study, the oxidative properties of metal salt ions (M = Cu2+, Pd2+, Pt4+, Ag+, Ir3+, Fe3+, Ni2+, Co2+, Mn2+) were ingeniously employed to induce in-situ oxidative self-polymerization of a small amount of reactive amine monomers (m-phenylenediamine, MPD) in aqueous phase solution, resulting in the formation of poly(m-phenylenediamine)-metal (PMPD-M) colloidal polymer. The in-situ formed colloidal polymers enhanced the adsorption and storage of residual amine monomers and optimized the spatial-temporal distribution of MPD at the aqueous-organic phase interface. The hydrogen bonding between the polar-rich PMPD-M polymer and MPD restricted the diffusion of MPD from the aqueous phase to the organic phase, leading to a decrease in the intrinsic thickness of PA layers and a reduction in transmembrane mass transfer resistance and water molecule transport pathways. Moreover, the amino-rich PMPD-M polymer significantly enhanced interfacial compatibility with the PA matrix, ensuring the high desalination performance of RO membranes. In the brackish water application test, the TFN-Fe2 membrane exhibited the highest water permeance (2.72 L m−2 h−1 bar−1) and satisfactory salt rejection (99.30 %). The proposed in-situ oxidative self-polymerization strategy for monomers is anticipated to stimulate the development of various colloidal polymers in water treatment and even gas separation membrane technologies.
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