Membrane bioreactors (MBRs) integrate biological and membrane processes for wastewater treatment. Polyvinylidene fluoride (PVDF) membranes demonstrate favorable properties for MBR applications due to their strength, chemical stability, and low surface energy. This article summarizes the performance analysis of PVDF membranes in MBRs, investigating