EVOLV – Comprehensive Node-RED Automation Ecosystem Core: • Measurement & Monitoring: dynamic sensor config, scaling, smoothing • Equipment Control: rotating machines, valves, actuators, exchangers • Group Management: coordinated control of machine/valve/gate groups • Process Modeling: ASM1, diffuser modeling, reactor dynamics • Predictive Analytics: LSTM forecasting, interpolation, error analysis • Dashboard Integration: automated Grafana dashboard generation • Data Processing: unit conversion, physics, structured outputs Integration: Built on GeneralFunctions library with TensorFlow.js support for real-time process optimization.

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