Membrane bioreactors (MBRs) integrate biological and membrane processes for wastewater treatment. Polyvinylidene fluoride (PVDF) membranes showcase favorable properties for MBR applications due to their durability, chemical stability, and hydrophobicity. This article analyzes the performance evaluation of PVDF membranes in MBRs, investigating key v