Despite their advantages, nanocomposite membranes face several challenges: - Nanoparticle Dispersion: Achieving uniform dispersion of nanoparticles within the polymer matrix can be difficult. - Compatibility Issues: Ensuring compatibility between the polymer and nanoparticles to avoid phase separation. - Scalability: Developing scalable and cost-effective fabrication methods for industrial applications.