Optimizing the effectiveness of polyvinylidene fluoride membrane bioreactors is crucial for enhancing wastewater treatment processes. Factors influencing performance include membrane structure, operational variables, and the nature of the influent wastewater. By meticulously manipulating these parameters, it is possible to improve the removal of co