Risk of Pump Breaking
74.9%
Moderate Caution - Recommended Action: Monitor closely
Load_Percent
35.3%
Temperature
140.35 C
State: Overheating
Pressure
294.43 bar
1 bar ≈ 14.5 pounds per square inch
Pump_Id
PUMP-000684
Timestamp
T01:37:14.04
2026-03-15

QBot Overview

The pump’s temperature reading of 140.35 °C is well above the normal operational threshold of 90 °C, indicating that the pump is significantly overheated. While not yet classified as Critical, this temperature is high enough to potentially stress internal components, such as bearings, seals, and the motor. Sustained operation at this temperature increases the risk of mechanical degradation, reduced efficiency, and eventual failure if corrective measures are not taken.





The risk score of 74.9% places this pump in the Moderate category, just below the Critical threshold (≥75%). This risk percentage is derived from multiple operational metrics, including temperature, pressure, vibration, and flow rate. A Moderate rating indicates that there is a notable likelihood of developing serious issues if conditions persist, but immediate emergency action is not yet required. It signals that the pump should be closely observed and that proactive steps should be taken to prevent escalation.

QBot Current Actions

  1. Monitor Operational Metrics Closely: Regularly check temperature, pressure, vibration, and flow rate to detect any further deterioration.
  2. Inspect Cooling Systems: Verify that fans, heat exchangers, or other cooling mechanisms are functioning properly and are unobstructed.
  3. Adjust Load or Flow if Possible: Reducing operational load or ensuring adequate flow may help bring the temperature down.
  4. Schedule Prompt Maintenance Review: While immediate dispatch is not necessary, plan a near-term inspection to ensure no hidden damage has occurred and to prevent escalation to Critical status.
  5. Document Observations: Log the elevated temperature and risk assessment for future reference and trend analysis.

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Exploratory Data Analysis Graphs



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