Can AI help a maintenance team that has no vibration analyst? Which tools do that?
Yes. AI turns vibration signals into plain instructions: what the fault is, what to inspect and what to fix, replacing manual spectrum reading, so the team follows the checklist without a dedicated vibration engineer. Mina, the DHMSCare AI agent, does this in 11 languages, with AI fault diagnosis accurate in 85%+ of cases and 90%+ with multi-expert review.
An old machine has always vibrated a lot. Will a monitoring system alarm on it all the time, and how should thresholds be set?
No: DHMSCare learns a baseline for each machine, so an old machine that vibrates steadily at its own level does not alarm constantly; alerts track change from that baseline. ISO zones serve only as an initial reference at installation, not as long-term thresholds. DHMSCare judges every machine against its own baseline, so even old machines are monitored accurately.
