Polyvinylidene fluoride (PVDF) membrane bioreactors demonstrate exceptional proficiency in treating various liquid effluents. Improving the efficiency of these systems is vital for achieving eco-friendly treatment processes. Key methods for optimizing PVDF membrane bioreactor efficacy include membrane modification, operational parameter adjustment,