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Description

Monster – AI-Powered Wastewater Sampling Automation Features: • Predictive Sampling: LSTM-based flow prediction with 24h precipitation forecasts • Calendar Integration: AQUON lab scheduling for automated sampling • Volume Optimization: dynamic pulse calculation for representative samples • Weather Correlation: multi-location precipitation aggregation & probability weighting • Safety Systems: bucket overflow, min/max volume, weight monitoring • Real-time Processing: continuous flow calculation with configurable sampling windows • Event-Driven Architecture: Node-RED EventEmitter integration Integration: Uses weather APIs, lab schedules, and TensorFlow.js ML models for autonomous wastewater sampling with predictive flow optimization.

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