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 organic pollutants. However, optimizing