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Key Takeaways Digital twin simulations achieve 92-97% accuracy in predicting water treatment process behavior across normal operating ranges Real-time model updates from IoT sensors enable response to changing conditions within 30 seconds, compared to 15-30 minutes for traditional manual adjustments Utilities deploying digital twin optimization report 18-25% reduction in chemical consumption and 12-20% reduction in…

Key Takeaways Food and beverage processing facilities consume approximately $4.2 billion annually in water treatment costs, with disinfection representing 18% of total expenditure Residual chlorine sensor technology provides measurement accuracy of ±0.03 mg/L for precise disinfection control Optimized chlorine dosing through continuous monitoring reduces chemical costs by 28% while maintaining regulatory compliance ChiMay’s electrochemical sensors…