Membrane bioreactors (MBRs) are progressively being adopted as a cutting-edge technology for purifying wastewater. , Particularly polyvinylidene fluoride (PVDF) membranes have shown exceptional performance in MBR systems due to their high selectivity, durability, and resistance to fouling. Within an MBR system, microorganisms within the bioreactor