摘要
ABSTRACT Self‐healing membranes have emerged as an innovative solution to address critical challenges in water remediation, including fouling, mechanical wear, and chemical degradation, all of which severely compromise the performance and longevity of conventional membranes. Traditional filtration membranes often require frequent maintenance and replacement due to the accumulation of contaminants, structural damage, or chemical erosion, which increase operational costs and environmental impacts. Self‐healing membranes, on the other hand, offer a unique advantage by automatically repairing micro‐cracks, mitigating fouling, and rejuvenating their filtration capacity. By integrating advanced materials such as graphene oxide (GO), nanofibers, and MXenes, these membranes demonstrate enhanced chemical stability, mechanical strength, and antifouling properties, making them particularly effective in applications such as oil–water separation, desalination, and the removal of heavy metals and organic pollutants. Additionally, their self‐cleaning capabilities and resistance to environmental stresses significantly reduce downtime and operational inefficiencies in large‐scale water treatment systems. The incorporation of smart functionalities, such as stimuli‐responsive healing triggered by temperature, pH changes, or light, further enhances their adaptability to varying environmental conditions, making self‐healing membranes a sustainable and cost‐effective solution for long‐term water remediation.