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Edge Computing Applications for Industrial Water Treatment Monitoring Key Takeaways: – Edge computing reduces water monitoring data transmission costs by 68% while maintaining analytical capability – Local data processing enables sub-second response times for critical alarms independent of cloud connectivity – Shanghai ChiMay smart sensors support edge computing protocols including MQTT and REST API –…

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…