t.verdonck
  • Joined on 2025-11-17
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.
Updated 2025-11-17 10:29:35 +00:00
RotatingMachine – Advanced Equipment Control & Performance Analytics Features: • Multi-Curve Predictions: flow, power, and control using manufacturer curves with pressure compensation • State-Based Control: automated startup/shutdown with configurable timing & safety interlocks • Performance Analytics: efficiency calculations, BEP distance tracking, CoG optimization • Child Registration: integrates with measurement nodes for closed-loop control • Drift Assessment: NRMSE-based degradation detection & predictive maintenance alerts • Multi-Mode Operation: manual, automatic, emergency modes with source/action validation • Safety Systems: emergency stop, validation, error handling Integration: Provides real-time optimization and performance monitoring for industrial rotating equipment.
Updated 2025-11-17 10:27:19 +00:00
Updated 2025-11-17 10:27:12 +00:00
MachineGroup – Intelligent Multi-Machine Coordination Features: • Optimal Control: CoG-based flow distribution for minimum power use • Priority Control: sequential operation with priority lists & load balancing • Percentage Control: normalized 0–100% with staging & balancing • Dynamic Pressure Equalization: automatic synchronization • Efficiency Analytics: real-time BEP distance & efficiency monitoring • Curve-Based Predictions: multi-dimensional interpolation • Child Registration: auto-integration with measurement/control nodes • Safety Logic: alarms, warnings, hysteresis, validation Integration: Provides intelligent automation for industrial equipment groups with predictive maintenance.
Updated 2025-11-17 10:27:02 +00:00