TTech OneStop · Asset and system health

Predictive maintenance

A health index for each pump, from the PI points you already have, with plain explanations and warnings before a failure.

Pumps fail between two inspections.

Vibration, temperature and flow are already in PI, but nobody watches every point of every pump.

A worn impeller or a bearing that heats up shows in the data days before it stops the plant.

Demo clip: the pumps of the simulated mine, then the page of one pump with its curve, vibration, temperatures and anomaly charts
Demo clip, simulated data.
The pumps of the simulated mine, each with its health index and the reason for a warning
Demo section, simulated data.
The page of one pump: health score, the four checks and their explanations
Demo section, simulated data.
  • Pump curve

    Flow and head against the pump curve and its best efficiency point, at the current speed.

  • Vibration

    Zones of ISO 10816-3, the trend, and when zone D will be reached at this rate.

  • Temperatures

    Bearing and motor temperatures against their alarm and trip, with the time left to the alarm.

  • Multivariate anomaly

    A model learns how the points move together and shows which point makes the pump unusual.

  • Health index and alerts

    One score per pump, explanations in plain words, and alerts to acknowledge.

  • Reliability and maintenance engineers.
  • Maintenance planners who decide what to check at the next shutdown.
  • Plant operations who want fewer surprises.

See it on your own data.

Ask for a demo on our simulated mines, or tell us how you want to use it on yours.