Membrane bioreactors (MBRs) integrate biological and membrane processes for wastewater treatment. Polyvinylidene fluoride (PVDF) membranes exhibit promising properties for MBR applications due to their strength, chemical stability, and low surface energy. This article analyzes the performance evaluation of PVDF membranes in MBRs, examining key para