From fe2afb62ba94f32d20b8b6e41502d33bcd6bc7d6 Mon Sep 17 00:00:00 2001 From: rohit Date: Fri, 8 Aug 2025 01:26:06 +0530 Subject: [PATCH] architecture --- architecture.md | 264 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 264 insertions(+) create mode 100644 architecture.md diff --git a/architecture.md b/architecture.md new file mode 100644 index 0000000..cdc26eb --- /dev/null +++ b/architecture.md @@ -0,0 +1,264 @@ +# COGNITIVE AI MANUFACTURING AGENT (IOT INDUSTRY AUTOMATION) + +```mermaid +graph TB + %% IoT Device Layer + subgraph "IoT Device Layer" + A1[Temperature Sensors
°C Monitoring] + A2[Pressure Sensors
Bar/PSI Readings] + A3[Vibration Sensors
Accelerometer Data] + A4[Flow Sensors
Liquid/Gas Flow] + A5[Proximity Sensors
Position Detection] + A6[Current Sensors
Power Consumption] + A7[Speed Sensors
RPM Monitoring] + A8[Level Sensors
Tank/Container Levels] + end + + %% Edge Computing Layer + subgraph "Edge Computing Layer" + B1[Edge Gateway
Local Processing] + B2[Data Validation
Quality Checks] + B3[Local Cache
Temporary Storage] + B4[Protocol Conversion
Modbus/OPC-UA to MQTT] + end + + %% Communication Protocol Layer + subgraph "MQTT Communication Layer" + C1[MQTT Broker
Message Distribution] + C2[Topic Management
Sensor/alerts/commands] + C3[QoS Handling
Message Reliability] + C4[Security Layer
TLS/SSL Encryption] + end + + %% DataStreamX Processing Layer + subgraph "DataStreamX (Apache StreamPipes)" + D1[Data Ingestion
Real-time Collection] + D2[Stream Processing
Data Transformation] + D3[Data Enrichment
Context Addition] + D4[Pattern Detection
Anomaly Identification] + D5[Data Routing
Multiple Destinations] + D6[Buffer Management
Peak Load Handling] + end + + %% Apache Kafka Event Streaming + subgraph "Apache Kafka Event Streaming" + E1[Producer API
Event Publishing] + E2[Topic Partitions
sensor-data
alerts
commands
system-logs] + E3[Consumer Groups
AI Agents
Dashboard
Archive] + E4[Event Store
Message Persistence] + E5[Stream Processing
Kafka Streams] + end + + %% AI Processing Engine + subgraph "AI Processing Engine" + F1[Node.js AI Agent
Real-time Processing] + F2[Python AI Agent
ML Analytics] + F3[Anomaly Detection
Statistical Models] + F4[Predictive Maintenance
Failure Prediction] + F5[Pattern Recognition
Trend Analysis] + F6[Decision Tree
Action Classification] + F7[Machine Learning
Continuous Learning] + F8[Rule Engine
Business Logic] + end + + %% Decision & Action Layer + subgraph "Decision & Action Layer" + G1{Critical Alert?} + G2{Self-Healing Enabled?} + G3[Emergency Shutdown
Safety Protocol] + G4[Auto-Fix Actions
Parameter Adjustment] + G5[Equipment Control
Start/Stop/Adjust] + G6[Maintenance Schedule
Preventive Actions] + G7[Optimization
Performance Tuning] + end + + %% HookPilot Notification System + subgraph "HookPilot (ActivePieces) Automation" + H1[Webhook Receiver
Event Processing] + H2[Workflow Engine
Automation Rules] + H3[Multi-channel Dispatch
Notification Routing] + H4[Template Engine
Message Formatting] + H5[Retry Mechanism
Delivery Guarantee] + H6[Integration APIs
Third-party Services] + end + + %% External Notification Channels + subgraph "External Notification Channels" + I1[Telegram Bot
Instant Alerts] + I2[Email System
SMTP Delivery] + I3[Slack Integration
Team Notifications] + I4[SMS Gateway
Critical Alerts] + I5[WhatsApp API
Mobile Alerts] + I6[Custom Webhooks
API Endpoints] + I7[Mobile Push
App Notifications] + end + + %% React Dashboard Interface + subgraph "React Dashboard Interface" + J1[Real-time Monitoring
Live Data Display] + J2[System Overview
Health Status] + J3[Alert Management
Acknowledge/Dismiss] + J4[Analytics Dashboard
Charts & Graphs] + J5[Device Configuration
Settings Panel] + J6[User Management
Access Control] + J7[Historical Reports
Trend Analysis] + J8[Control Panel
Manual Override] + end + + %% Data Storage Layer + subgraph "Data Storage & Analytics" + K1[Time Series Database
Sensor History] + K2[Event Store
Action Logs] + K3[Configuration DB
System Settings] + K4[User Database
Authentication] + K5[ML Model Store
Trained Models] + K6[Backup System
Data Recovery] + end + + %% Feedback Loop + subgraph "Feedback & Learning Loop" + L1[Performance Metrics
System KPIs] + L2[Model Retraining
Continuous Learning] + L3[Threshold Adjustment
Dynamic Tuning] + L4[Rule Optimization
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 +``` \ No newline at end of file