AI assistanted intelligent early warning control system for membrane fouling

AI Fouling Identification is an innovative membrane fouling prediction and control system that leverages machine learning and visual non-destructive monitoring to deliver real-time insights. It accurately predicts membrane fouling dynamics and identifies primary fouling substances, enabling targeted treatment. The significant improvement in accuracy and effciency of membrane fouling prediction helps to reduce maintenance costs and operational downtime, whereas the rich data it generates supports the optimization of water treatment systems, contributing to more sustainable water management.