Predictive maintenance is most effective when condition monitoring data is tied directly to spare-part planning.

For rotating equipment, operators typically focus on:

  • vibration signal stability
  • sensor and cable integrity
  • shutdown-window replacement readiness

When monitoring components and spare cables are prepared in advance, plants can reduce unplanned downtime and avoid emergency sourcing pressure.