Membrane bioreactors (MBRs) leveraging polyvinylidene fluoride (PVDF) membranes have emerged as a effective solution for treating wastewater. These systems combine the benefits of biological treatment with membrane filtration, achieving high removal rates for suspended solids. However, optimizing the performance of PVDF MBRs is crucial to ensure ef