8.1 KiB
8.1 KiB
COGNITIVE AI MANUFACTURING AGENT (IOT INDUSTRY AUTOMATION)
graph TB
%% IoT Device Layer
subgraph "IoT Device Layer"
A1[Temperature Sensors<br/>°C Monitoring]
A2[Pressure Sensors<br/>Bar/PSI Readings]
A3[Vibration Sensors<br/>Accelerometer Data]
A4[Flow Sensors<br/>Liquid/Gas Flow]
A5[Proximity Sensors<br/>Position Detection]
A6[Current Sensors<br/>Power Consumption]
A7[Speed Sensors<br/>RPM Monitoring]
A8[Level Sensors<br/>Tank/Container Levels]
end
%% Edge Computing Layer
subgraph "Edge Computing Layer"
B1[Edge Gateway<br/>Local Processing]
B2[Data Validation<br/>Quality Checks]
B3[Local Cache<br/>Temporary Storage]
B4[Protocol Conversion<br/>Modbus/OPC-UA to MQTT]
end
%% Communication Protocol Layer
subgraph "MQTT Communication Layer"
C1[MQTT Broker<br/>Message Distribution]
C2[Topic Management<br/>Sensor/alerts/commands]
C3[QoS Handling<br/>Message Reliability]
C4[Security Layer<br/>TLS/SSL Encryption]
end
%% DataStreamX Processing Layer
subgraph "DataStreamX (Apache StreamPipes)"
D1[Data Ingestion<br/>Real-time Collection]
D2[Stream Processing<br/>Data Transformation]
D3[Data Enrichment<br/>Context Addition]
D4[Pattern Detection<br/>Anomaly Identification]
D5[Data Routing<br/>Multiple Destinations]
D6[Buffer Management<br/>Peak Load Handling]
end
%% Apache Kafka Event Streaming
subgraph "Apache Kafka Event Streaming"
E1[Producer API<br/>Event Publishing]
E2[Topic Partitions<br/>sensor-data<br/>alerts<br/>commands<br/>system-logs]
E3[Consumer Groups<br/>AI Agents<br/>Dashboard<br/>Archive]
E4[Event Store<br/>Message Persistence]
E5[Stream Processing<br/>Kafka Streams]
end
%% AI Processing Engine
subgraph "AI Processing Engine"
F1[Node.js AI Agent<br/>Real-time Processing]
F2[Python AI Agent<br/>ML Analytics]
F3[Anomaly Detection<br/>Statistical Models]
F4[Predictive Maintenance<br/>Failure Prediction]
F5[Pattern Recognition<br/>Trend Analysis]
F6[Decision Tree<br/>Action Classification]
F7[Machine Learning<br/>Continuous Learning]
F8[Rule Engine<br/>Business Logic]
end
%% Decision & Action Layer
subgraph "Decision & Action Layer"
G1{Critical Alert?}
G2{Self-Healing Enabled?}
G3[Emergency Shutdown<br/>Safety Protocol]
G4[Auto-Fix Actions<br/>Parameter Adjustment]
G5[Equipment Control<br/>Start/Stop/Adjust]
G6[Maintenance Schedule<br/>Preventive Actions]
G7[Optimization<br/>Performance Tuning]
end
%% HookPilot Notification System
subgraph "HookPilot (ActivePieces) Automation"
H1[Webhook Receiver<br/>Event Processing]
H2[Workflow Engine<br/>Automation Rules]
H3[Multi-channel Dispatch<br/>Notification Routing]
H4[Template Engine<br/>Message Formatting]
H5[Retry Mechanism<br/>Delivery Guarantee]
H6[Integration APIs<br/>Third-party Services]
end
%% External Notification Channels
subgraph "External Notification Channels"
I1[Telegram Bot<br/>Instant Alerts]
I2[Email System<br/>SMTP Delivery]
I3[Slack Integration<br/>Team Notifications]
I4[SMS Gateway<br/>Critical Alerts]
I5[WhatsApp API<br/>Mobile Alerts]
I6[Custom Webhooks<br/>API Endpoints]
I7[Mobile Push<br/>App Notifications]
end
%% React Dashboard Interface
subgraph "React Dashboard Interface"
J1[Real-time Monitoring<br/>Live Data Display]
J2[System Overview<br/>Health Status]
J3[Alert Management<br/>Acknowledge/Dismiss]
J4[Analytics Dashboard<br/>Charts & Graphs]
J5[Device Configuration<br/>Settings Panel]
J6[User Management<br/>Access Control]
J7[Historical Reports<br/>Trend Analysis]
J8[Control Panel<br/>Manual Override]
end
%% Data Storage Layer
subgraph "Data Storage & Analytics"
K1[Time Series Database<br/>Sensor History]
K2[Event Store<br/>Action Logs]
K3[Configuration DB<br/>System Settings]
K4[User Database<br/>Authentication]
K5[ML Model Store<br/>Trained Models]
K6[Backup System<br/>Data Recovery]
end
%% Feedback Loop
subgraph "Feedback & Learning Loop"
L1[Performance Metrics<br/>System KPIs]
L2[Model Retraining<br/>Continuous Learning]
L3[Threshold Adjustment<br/>Dynamic Tuning]
L4[Rule Optimization<br/>Logic Refinement]
end
%% Data Flow Connections
A1 --> B1
A2 --> B1
A3 --> B1
A4 --> B1
A5 --> B2
A6 --> B2
A7 --> B3
A8 --> B4
B1 --> C1
B2 --> C2
B3 --> C3
B4 --> C4
C1 --> D1
C2 --> D2
C3 --> D3
C4 --> D4
D1 --> D5
D2 --> D5
D3 --> D6
D4 --> E1
D5 --> E1
D6 --> E1
E1 --> E2
E2 --> E3
E3 --> F1
E3 --> F2
E4 --> E5
E5 --> F7
F1 --> F3
F2 --> F4
F3 --> F6
F4 --> F5
F5 --> F8
F6 --> G1
F7 --> F8
F8 --> G1
G1 -->|Yes| G3
G1 -->|No| G2
G2 -->|Yes| G4
G2 -->|No| H1
G3 --> H1
G4 --> G5
G4 --> G6
G5 --> G7
G6 --> H1
G7 --> H1
H1 --> H2
H2 --> H3
H3 --> H4
H4 --> H5
H5 --> H6
H6 --> I1
H6 --> I2
H6 --> I3
H6 --> I4
H6 --> I5
H6 --> I6
H6 --> I7
E3 --> J1
F8 --> J2
H2 --> J3
K1 --> J4
G5 --> J5
K4 --> J6
K2 --> J7
J8 --> G5
D5 --> K1
G5 --> K2
J5 --> K3
J6 --> K4
F7 --> K5
K1 --> K6
K2 --> K6
J1 --> L1
K1 --> L2
F8 --> L3
G7 --> L4
L1 --> L2
L2 --> F7
L3 --> F8
L4 --> G7
%% Styling
style A1 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
style A2 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
style A3 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
style A4 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
style A5 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
style A6 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
style A7 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
style A8 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
style D1 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
style D2 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
style D3 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
style D4 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
style D5 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
style D6 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
style F1 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
style F2 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
style F3 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
style F4 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
style F5 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
style F6 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
style F7 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
style F8 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
style H1 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
style H2 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
style H3 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
style H4 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
style H5 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
style H6 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
style J1 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
style J2 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
style J3 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
style J4 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
style J5 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
style J6 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
style J7 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
style J8 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
style G1 fill:#ffebee,stroke:#d32f2f,stroke-width:3px
style G2 fill:#ffebee,stroke:#d32f2f,stroke-width:3px