Membrane bioreactors (MBRs) are progressively being adopted as a cutting-edge technology for processing wastewater. Specifically polyvinylidene fluoride (PVDF) membranes have exhibited exceptional effectiveness in MBR systems due to their high selectivity, durability, and resistance against fouling. Within an MBR system, microorganisms inside the