AI and Machine Learning for industrial reliability

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Reliability glossary

Predictive maintenance (PdM)

PdM uses measured condition evidence and analysis to anticipate developing equipment problems and plan an appropriate response.

STAHPdMPREDICTIVE MAINTENANCE
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Predictive-maintenance measurement on rotating equipment

Practical guidance

Predictive maintenance (PdM)

Predictive maintenance is more than taking readings on a schedule. The program needs appropriate indicators, comparable data, interpretation, priority, and a maintenance response.

PdM does not promise an exact failure date for every fault. Its practical value is earlier, better-supported intervention.

Key points

  • Use condition evidence to anticipate change
  • Trend under comparable operating conditions
  • Translate findings into priority
  • Verify results after maintenance
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