🏭 Digital Twin Predictive Maintenance

Real-time monitoring and AI-powered predictive analytics for manufacturing equipment

📊 Real-time Metrics

🔮 Predictive Analytics

🔧 Motor Unit A1

Status: Healthy
Temperature: 72°C
Vibration: 0.8 mm/s
Health Score: 85%

⚙️ Conveyor B2

Status: Warning
Speed: 145 RPM
Load: 78%
Health Score: 65%

🏭 Compressor C3

Status: Critical
Pressure: 8.2 bar
Flow Rate: 12 L/s
Health Score: 35%

🔩 Pump D4

Status: Healthy
Flow: 25 L/min
Efficiency: 92%
Health Score: 92%

🚨 Predictive Maintenance Alerts

Critical Alerts

Compressor C3: Predicted failure in 3-5 days. Immediate maintenance required.
ML Confidence: 94% | Last Updated: 2 minutes ago
Conveyor B2: Performance degradation detected. Schedule maintenance within 2 weeks.
ML Confidence: 78% | Last Updated: 15 minutes ago
Motor A1 & Pump D4: Operating within normal parameters. Next scheduled maintenance in 30 days.
ML Confidence: 96% | Last Updated: 1 minute ago

🎯 3D Production Line Visualization

🖱️ Interactive Controls: Drag to rotate • Scroll to zoom • Auto-rotation enabled

🎛️ Control Panel

Simulation Status: Running
Data Points Processed: 12,847
ML Model Accuracy: 94.7%