Membrane bioreactors (MBRs) are progressively emerging as a cutting-edge technology for purifying wastewater. , Notably polyvinylidene fluoride (PVDF) membranes have exhibited exceptional performance in MBR systems due to their remarkable selectivity, durability, and resistance withstanding fouling. Within an MBR system, microorganisms inhabiting