Reactor: Advanced Hydraulic Tank & Biological Process Simulator
A comprehensive reactor class for wastewater treatment simulation featuring plug flow hydraulics, ASM1-ASM3 biological modeling, and multi-sectional concentration tracking. Implements hydraulic retention time calculations, dispersion modeling, and real-time biological reaction kinetics for accurate process simulation.
Key Features:
Plug Flow Hydraulics: Multi-section reactor with configurable sectioning factor and dispersion modeling
ASM1 Integration: Complete biological nutrient removal modeling with 13 state variables (COD, nitrogen, phosphorus)
Dynamic Volume Control: Automatic section management with overflow handling and retention time calculations
Oxygen Transfer: Saturation-limited O2 transfer with Fick's law slowdown effects and solubility curves
Real-time Kinetics: Continuous biological reaction rate calculations with configurable time acceleration
Weighted Averaging: Volume-based concentration mixing for accurate mass balance calculations
Child Registration: Integration with diffuser systems and upstream/downstream reactor networks
Supports complex biological treatment train modeling with temperature compensation, sludge calculations, and comprehensive process monitoring for wastewater treatment plant optimization and regulatory compliance.
Updated 2025-12-05 01:28:01 +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 2025-11-30 19:13:36 +00:00
Updated 2025-11-30 19:13:26 +00:00
GeneralFunctions – Node-RED Utility Library
Features:
• Dynamic Menu System: auto-generates asset/logger/position menus
• Measurement Processing: scaling, smoothing, outlier detection
• Config Management: schema validation, JSON defaults
• Predictive Analytics: LSTM, interpolation, error metrics
• State Management: generic state machine for equipment control
• Data Conversion: physics-based unit conversion
• Child Registration: manage upstream/downstream node relationships
• Asset Curve Loading: integrate performance curve data
• Logging & Output: structured logging & validation
Integration: Provides modular utilities for all automation nodes with selective imports.
Updated 2025-11-30 16:45:52 +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 2025-11-30 08:24:40 +00:00
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.
Updated 2025-11-25 15:19:17 +00:00
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.
Updated 2025-11-25 14:29:49 +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 2025-11-25 14:10:40 +00:00
GeneralFunctions – Node-RED Utility Library
Features:
• Dynamic Menu System: auto-generates asset/logger/position menus
• Measurement Processing: scaling, smoothing, outlier detection
• Config Management: schema validation, JSON defaults
• Predictive Analytics: LSTM, interpolation, error metrics
• State Management: generic state machine for equipment control
• Data Conversion: physics-based unit conversion
• Child Registration: manage upstream/downstream node relationships
• Asset Curve Loading: integrate performance curve data
• Logging & Output: structured logging & validation
Integration: Provides modular utilities for all automation nodes with selective imports.
Updated 2025-11-24 08:30:52 +00:00
ValveGroupControl – Intelligent Multi-Valve Flow Distribution System
Features:
• Proportional Flow Distribution: automatic allocation using Kv values
• Delta-P Optimization: real-time max ΔP calculations across valves
• Multi-Mode Operation: manual, automatic, emergency modes
• Sequence Management: startup, shutdown, emergency handling
• Child Registration: integrates seamlessly with valve nodes
• Real-time Analytics: flow, pressure, performance monitoring
• Safety Systems: emergency stop, validation, error handling
Integration: Works with measurement containers, state machines, and utilities to provide real-time flow optimization and monitoring.
Updated 2025-11-18 07:17:15 +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 14:29:23 +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 2025-11-17 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
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 2025-11-13 18:38:29 +00:00
DashboardAPI – Dynamic Grafana Dashboard Generator
Features:
• Template Fetching: load JSON templates by software type
• Dynamic Templating: inject measurement/bucket names
• Grafana-Compatible: JSON output with overwrite support
• Config Management: integrated logging & validation
• EventEmitter: Node-RED integration for real-time dashboards
Integration: Automates Grafana dashboards for monitoring industrial automation nodes.
Updated 2025-11-13 18:38:12 +00:00
Valve – Intelligent Control Valve Automation & Flow Management
Features:
• Hydraulic Modeling: real-time ΔP calculations with Kv curves, air density & temperature compensation
• Multi-Mode Control: manual, automatic, emergency modes with validation & safety interlocks
• State-Based Sequencing: automated startup/shutdown with configurable timing & position control
• Flow Prediction: curve-based flow using valve characteristics & pressure measurements
• Child Registration: seamless integration with measurement nodes for closed-loop control
• Safety Systems: emergency stop, validation, error handling
• Real-time Analytics: monitoring of valve position, flow rates, pressure differentials
Integration: Works with containers, state machines, interpolation engines, and prediction models for real-time optimization and hydraulic performance monitoring.
Updated 2025-11-11 12:53:47 +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 2025-11-06 08:34:40 +00:00