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Why Does Seawater Desalination Need Real-Time Monitoring? Solutions from Shanghai ChiMay 关键要点： – Real-time monitoring enables immediate detection of membrane fouling, typically reducing performance by 15-30% before visible symptoms appear – Continuous conductivity measurement can identify salt rejection drops below 98% within minutes, preventing hours of substandard product water – Automated monitoring reduces manual sampling…

Automated Water Quality Forecasting: From Reactive to Proactive Treatment Management Key Takeaways Predictive water quality models achieve 78-85% accuracy for 24-hour parameter forecasts in municipal applications Proactive treatment management reduces chemical consumption by 15-22% compared to reactive control approaches Automated forecasting systems decrease emergency response events by up to 65% through early warning AI-powered prediction…