Polyvinylidene fluoride (PVDF) membrane bioreactors demonstrate exceptional capability in treating various liquid effluents. Optimizing the efficiency of these systems is essential for achieving sustainable treatment processes. Key approaches for enhancing PVDF membrane bioreactor performance include fouling control, process optimization, and micro