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