Steel Foundry — Operations Dashboard

Furnace Line A · Vision Model Active

● All Systems Online
Furnace Core Temp.

1 647 °C

+12 °C vs 1 h ago · Target 1 620–1 680 °C

Shell Temperature

318 °C

−4 °C vs 1 h ago · Limit 450 °C

Melt Viscosity Index

4.2 Pa·s

Nominal · Vision-estimated from IR flow

Active Anomalies

2

1 Thermal1 Viscosity
Furnace Temperature History
Core · Shell · Exhaust — last 60 minutes
Live · 5 s refresh
Melt Viscosity & Flow Index
Vision-model estimated · IR optical flow analysis
10 s inference

Vision Model — Camera Analysis

Model Running
RGB Camera Feed
Furnace mouth · Cam-01 · 4K 30 fps
● Live
RGB camera view of furnace mouth with molten steel
RGB · CAM-011 647 °C
No slag overflowFlame nominal
Infrared (IR) Feed
Thermal imaging · Cam-01-IR · LWIR 640×512
⚠ Hotspot
Infrared thermal camera view of furnace showing heat distribution
IR · CAM-01-IRPeak: 1 831 °C ⚠
Hotspot · NW quadrantΔ +184 °C vs avg
Vision Model Output
Anomaly inference · 10 s window · Cam-01 RGB+IR fusion
72% Conf.

Model confidence in current anomaly classification

Thermal anomalyDetected
Viscosity deviationMild · Monitoring
Slag formationNormal
Flame patternNormal
Surface oxidationNormal
Anomaly Detection Log
Vision model events — last 24 h
Thermal hotspot · NW quadrant

IR peak 1 831 °C · +184 °C deviation · CAM-01-IR

Active

02:41

Viscosity deviation · mild

IR optical-flow estimate 4.7 Pa·s · threshold 4.5 · CAM-01-IR

Monitoring

01:52

Core temp spike resolved

Peak 1 712 °C, returned to nominal after 4 min

Resolved

00:14

Slag surface disruption

RGB pattern classifier confidence 61% · auto-cleared

Resolved

Yesterday

Anomaly Frequency by Type
Vision model classifications — last 7 days
Model Accuracy

97.3%

30-day precision on validated events

Inference Latency

38 ms

RGB+IR fusion · GPU-accelerated · p95

Frames Analysed

432 k

Since last model reload · 10 s sampling interval