Polyvinylidene fluoride (PVDF) membrane bioreactors exhibit exceptional proficiency in treating various liquid effluents. Maximizing the efficiency of these systems is vital for achieving sustainable treatment processes. Key approaches for optimizing PVDF membrane bioreactor performance include fouling control, operational parameter adjustment, and