Getting Started with AI SCADA
AI SCADA is an AI-powered next-generation industrial SCADA platform.
What is AI SCADA
AI SCADA integrates traditional SCADA monitoring capabilities with modern AI technology to address critical challenges in high-density data acquisition, intelligent data analysis, open system integration, and AI capability fusion. It provides a future-ready industrial data intelligence platform for OEMs (Original Equipment Manufacturers), SIs (System Integrators), and end users.
Core Capabilities
AI-Driven Development
Natural language generation of views and C# scripts, improving development efficiency by 80%
- AI View Generation: Create professional interfaces in 10-30 seconds
- AI Script Generation: Convert natural language to code
- AI Smart Binding: Automatically match data to components
High-Speed Data Acquisition
100ms polling cycle, supporting 200+ industrial protocols with independent real-time control
- Support for 100,000+ high-density tags
- Siemens, Mitsubishi, Omron, FANUC, and other mainstream protocols
- Millisecond-level control command response
Intelligent Data Analytics
Trend analysis, SPC, OEE statistics, completing the "Data → Analysis → Decision → Control" loop
- Real-time trend charts and historical data comparison
- SPC quality control charts and OEE equipment efficiency statistics
- Defect analysis and traceability
Open System Architecture
RESTful API, MQTT, database connectivity for seamless integration with ERP/MES/MOM systems
- Rich standard interfaces
- Quick integration with third-party systems
- Support for C# and Vue secondary development
Comparison with Traditional SCADA
| Dimension | Traditional SCADA | AI SCADA |
|---|---|---|
| Development | Manual view design, weeks-long cycles | AI-generated views in 10-30 seconds |
| Scripting | Manual coding, error-prone | AI-generated scripts from natural language |
| Data Acquisition | Second-level polling, struggles with high density | 100ms high-speed acquisition, 100,000+ tags |
| Data Utilization | View-only, difficult to analyze | Intelligent analytics: SPC/OEE/trends |
| System Integration | Closed systems, difficult integration | Open platform, 200+ protocols, flexible |
| Development Experience | Compile-download-test cycles | Real-time editing, instant preview |
System Architecture
| Tier | Component | Purpose |
|---|---|---|
| Client | Editor | Development tool: project configuration, view design, scripting |
| Vision | Runtime environment: real-time monitoring, data viewing, operations | |
| Service | Host | Core services: project management, authentication, data processing, APIs |
| SIOT | Tag services: device communication, data acquisition, real-time control (100ms) | |
| Data | MySQL | Relational database: project configuration, user info, alarm records |
| InfluxDB | Time-series database: tag history, high-frequency time-series data |
Typical Use Cases
Third-Party System Integration
Quickly integrate with ERP, APS, MOM, MES systems without complex development, connecting end-to-end data workflows
Production Visualization and Control
Build real-time monitoring interfaces displaying equipment status and process parameters, supporting alarms, recipe downloads, and work order operations
Production Data Analysis
Analyze equipment parameters through trend curves, SPC, OEE statistics, and defect analysis to support production optimization
Equipment Control and Smart Hardware Expansion
Control assembly lines, welding stations, and other equipment while supporting smart cameras, barcode scanners, marking machines, and other hardware expansions
Get Started
Download and Install
Complete installation in 5 minutes
Run Sample Project
Quick experience in 3 minutes
Build Your Project
Create your first project from scratch