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 all the time. Alerts follow changes from that baseline. ISO zones serve only as a first reference at installation, not as long-term thresholds. DHMSCare judges every machine against its own baseline, so even old machines are monitored accurately.
