McNair Hall
Analysis of the Pumping System for McNair Hall
QBot Overview
The pump’s temperature reading of 115.71 °C is above the normal operational baseline (which is ≤90 °C), indicating the pump is warmer than ideal but not currently at a level that poses an immediate threat to its components. While this is elevated, it does not yet require emergency intervention. Continued operation at this temperature is generally safe, but monitoring is advised to ensure the temperature does not trend higher over time.
The risk score of 39.9% places this pump in the Minor risk category, just below the threshold for moderate concern (≥40%). This score is calculated based on temperature, pressure, vibration, and flow rate. In this case, although the temperature is slightly elevated, the other operational parameters (pressure, vibration, flow rate) remain within safe ranges, reducing overall risk. A Minor rating indicates that no immediate action is required; however, the condition should be documented and monitored during routine maintenance.
QBot Current Actions
- Routine Monitoring: Keep track of the pump’s temperature and operational metrics in upcoming shifts to detect any upward trends early.
- Check Cooling and Flow Systems at Next Maintenance: Ensure that cooling mechanisms, flow rates, and lubrication are functioning correctly during the next scheduled maintenance.
- Document Observations: Record the elevated temperature in maintenance logs so that the trend can be analyzed over time.
- Preventive Measures: No immediate intervention is needed, but operators should remain alert for any sudden changes in temperature, pressure, or vibration that could indicate developing issues.
Exploratory Data Analysis Graphs