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