PVDF membrane bioreactors offer a promising platform for various applications. Improving the efficiency of these systems is vital for their effective deployment. Key techniques for enhancement include modifying the membrane features, regulating operating variables, and implementing advanced cleaning procedures. These strategies can markedly enhance