Membrane bioreactors (MBRs) constructed with polyvinylidene fluoride (PVDF) membranes have emerged as effective technologies for treating wastewater. These systems combine the benefits of both activated sludge treatment and membrane filtration, achieving high removal efficiencies for organic matter. This article presents a comprehensive evaluation