Case study
Pump cavitation caught three weeks early
Predictive maintenanceMunicipal & Public Utilities
The vibration signature changed about three weeks before anyone would have heard it.
A municipal water facility’s pump developed a changing vibration signature before the problem became audible. We follow that trend at the bearing housing to give maintenance time to plan a repair.
What the data showed
Hover or arrow-key across the trace to read any interval. The flagged point is the one that started the conversation.
| Interval | Pump 4 · RMS (mm/s) |
|---|---|
| D1 | 2.81 |
| D2 | 2.73 |
| D3 | 2.71 |
| D4 | 2.75 |
| D5 | 2.67 |
| D6 | 2.81 |
| D7 | 2.73 |
| D8 | 2.63 |
| D9 | 2.79 |
| D10 | 2.59 |
| D11 | 2.61 |
| D12 | 2.78 |
| D13 | 2.63 |
| D14 | 2.70 |
| D15 | 2.70 |
| D16 | 2.80 |
| D17 | 2.68 |
| D18 | 2.61 |
| D19 | 2.81 |
| D20 | 2.59 |
| D21 | 3.22 |
| D22 | 3.50 |
| D23 | 3.88 |
| D24 | 4.40 |
| D25 | 4.71 |
| D26 | 5.19 |
| D27 | 5.60 |
| D28 | 6.10 |
| D29 | 6.43 |
| D30 | 6.88 |
| Before | A repair scheduled by failure |
|---|---|
| After | A repair scheduled by calendar |
Background
A municipal water facility relies on a pump whose internal condition is difficult to judge while it runs. Cavitation can damage the impeller progressively. Our monitoring looks for a change in the pump’s vibration signature while there is still time for maintenance to investigate and arrange the work.
The problem
An audible fault comes late in the deterioration described here. By the time someone can hear the problem on the floor, damage has occurred and the repair can force an unplanned outage. The team needs an earlier indication tied to the pump itself, with a record showing how its behaviour is changing.
How we found it
We use a vibration sensor at the pump bearing housing and a temperature probe on the housing. Trend-based alerts draw attention to changes in the readings. Following the vibration signature over time makes the developing problem visible ahead of the point at which it would become audible to the team.
What changed
Maintenance has warning in advance of audible failure and can schedule the repair. The operating history gives the team a reason to inspect the pump and a basis for arranging the work. The change is in the timing of that decision, with the developing signature available while the pump is still running.
The lesson
We follow the direction of the readings as well as the latest value. For this pump, the change begins before a person would hear it, which makes the trend useful for planning. Keeping the vibration and temperature history available gives maintenance a way to review the developing condition, record the repair point and watch the pump’s behaviour when it returns to operation.
What changed
Before
A repair scheduled by failure
After
A repair scheduled by calendar
3 weeksof warning
Between the first signature change and the point of audible failure.
Where to go next
The sector, the sibling studies, and the calculator that runs this same arithmetic on your own numbers.
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