Common failures on fans, compressors, pumps and gearboxes show up first in vibration and temperature.
Yes. Wireless vibration sensors on the fan bearing housings measure vibration and temperature at regular intervals, and DHMSCare compares each fan against its own learned baseline, so a growing deviation is an early sign. DHMSCare alerts are accurate in 90%+ of cases, and Mina, the industrial AI agent, explains each fault in plain words with steps to inspect and fix.
Fit wireless vibration sensors on the compressor’s critical points: the motor, the air end and the cooling fan, and watch vibration and temperature trends continuously. DHMSCare judges each machine against its own learned baseline and raises alerts while a problem is still developing, not after a trip. DHMSCare alerts are accurate in 90%+ of cases, so a repair can be planned as soon as an alert arrives.
Common pump failures start with bearing wear, cavitation, misalignment or impeller imbalance, and all of them show up first in vibration and temperature. Wireless sensors on the pump bearings watch those signals continuously, and DHMSCare compares the pump against its own learned baseline and alerts on early signs. DHMSCare AI fault diagnosis is accurate in 85%+ of cases, translating the vibration into a specific cause and steps to fix.
Before a gearbox fails, vibration energy rises in specific frequency bands and temperature drifts from normal. With wireless sensors on the gearbox bearings, DHMSCare judges the trend against that gearbox’s own learned baseline rather than a generic threshold. Mina, the DHMSCare AI agent, explains the likely cause and the steps to inspect and fix as the trend worsens.
