This study investigates the performance of polyvinylidene fluoride (PVDF) membrane bioreactors in treating urban wastewater. The configuration consisted of a series of PVDF membranes arranged in a parallel filtration configuration. Operational metrics, such as filtration efficiency, membrane durability, and energy consumption were analyzed over an