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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 2025-11-06 08:34:40 +00:00
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 2025-11-06 08:22:34 +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 2025-11-06 07:04:09 +00:00
Measurement – Advanced Sensor Data Processing & Analytics
Features:
• Signal Processing: 12+ smoothing methods (Kalman, Savitzky-Golay, median, filters)
• Data Validation: outlier detection with Z-score, IQR, thresholds
• Scaling & Calibration: interpolation, offset, range validation
• Statistical Analytics: repeatability, stability, standard deviation monitoring
• Simulation Mode: built-in signal generator with noise injection
• Container Integration: seamless with MeasurementContainer for data flow
• Event-Driven Architecture: EventEmitter-based notifications
• Configurable Logging: multi-level, schema-based config
Integration: Provides robust sensor data streams for industrial automation with TensorFlow.js-ready outputs.
Updated 2025-10-22 05:37:26 +00:00