Membrane bioreactors (MBRs) combine biological and membrane processes for wastewater treatment. Polyvinylidene fluoride (PVDF) membranes demonstrate favorable properties for MBR applications due to their durability, chemical resistance, and low surface energy. This article analyzes the performance evaluation of PVDF membranes in MBRs, considering k