Across the modern global landscape facing increasing water scarcity, contamination issues, and environmental challenges, the membrane-based reverse osmosis filtration system has become a critical technology for producing safe drinking water. With increasing industrial discharge and agricultural runoff affecting water quality, the importance of mode