Wastewater treatment requires advanced technologies to efficiently remove contaminants and ensure the delivery of clean water. Polyvinylidene fluoride (PVDF) membranes have emerged as a viable option for reaching these goals. PVDF membranes are recognized for their high resistance, chemical tolerance, and permeability. Additionally, PVDF membranes