Pump P-166 — Digital Twin
Predicted FailureP-166 · Pump · Offsites / Pump Area 3 · Running · Degraded · High Load
Criticality: Low · Degradation: Critical Degradation
Danger
Failure Probability
80%
Remaining Useful Life
4 Days
Predicted Failure Mode
Cavitation
RUL Confidence
65%
Digital Twin State Timeline
Historical → Current → AI Predicted → What-If Simulated
30 Days Ago
29%
Trailing sensor-fused health
Current
21%
Failure probability 80%
Predicted · 4d horizon
5%
Cavitation trend
What-If
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Live Equipment Visualization
Component-level condition · click a component to inspect
Click a component to inspect its condition, sensor signals and simulate a component-level failure.
Live Sensor Panel
PLC / DCS / SCADA / IoT tags mapped to this asset
| Parameter | Current | Normal Range | Status | Trend |
|---|---|---|---|---|
| Vibration | 6.44 mm/s | 2–5 mm/s | Warning | +0.21/hr |
| Temperature | 74.82 °C | 40–70 °C | Warning | +0.09/hr |
| RPM | 1401.11 rpm | 1400–1500 rpm | Normal | +0.1/hr |
| Motor Load | 85.56 % | 50–80 % | Warning | +0.06/hr |
| Pressure | 3.94 bar | 4–6 bar | Warning | +0.07/hr |
| Flow | 80.75 % of rated | 88–112 % of rated | Warning | +0.2/hr |
| Lubrication Condition | 55.04 % quality | 70–100 % quality | Warning | -0.1/hr |
Vibration · 24h history
Warning ≥ 6 mm/s · Critical ≥ 7.5 mm/sFailure Propagation Preview
Most probable cascade given current condition · full analysis available in What-If Simulation
Cavitation cascade
AI Recommendation
Maintenance Recommendation Agent
P-166 shows critical degradation. Recommend opening a What-If simulation to quantify the risk of continued operation and identify the optimal intervention window.
Scenario History
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