The efficiency of polyvinylidene fluoride (PVDF) membrane bioreactors in treating industrial wastewater has been a subject of comprehensive research. These systems offer benefits such as high removal rates for pollutants, compact footprint, and reduced energy usage. This article provides an overview of recent studies that have evaluated the efficac