Real-Time Processing Dashboard
Battery Sorting Intelligence
Live monitoring of autonomous battery sorting systems and predictive analytics.
+12.3%
42,850
Devices Processed
Total units throughput
+2.1%
94.2%
Detection Accuracy
Real-time accuracy (RMSE)
+8
127
Identified Chemistries
Tracked by system
+4.2%
68.4%
Li-Ion Batteries
Total detection rate
-15%
72 / 28
Daily Alerts
Critical / High priority
Throughput Forecast
Exponential Smoothing Model
MAPE4.8%
- Actual
- Forecast
Weekly Seasonality Pattern
Daily throughput distribution
- Real-Time
- Predicted
- 95% Confidence
Chemistry Mix Trend
Cumulative battery composition over time
- Li-Ion
- NiMH
- Lead Acid
- Alkaline
- Other
Thermal Anomaly Predictions
Real-time voltage & temperature monitoring
- Voltage (V)
- Temperature (°C)
Device Categories
Distribution by device type
Device Configuration
Battery mounting type
- Embedded
- Standalone
Damaged vs Non-Damaged
Physical condition assessment
- Non-Damaged
- Damaged
Distribution Shift Detection
Alert: Device Type Distribution
Tablet devices up 38% (anomalous level 1)
Warning: Unknown Chemistry
10 chemistry match fails (moderate)
Critical: Thermal Warning
3 cells >60°C, immediate action required