Predictive Maintenance

Predictive Maintenance within Process Data.

Category CAT-000000267

Publications

• OT-2026-000000049
  Gearbox Predictive Maintenance Using Load-Normalized Envelope Spectra
  September 15, 2026 · Predictive Maintenance · 2 figures · 2,376 words

  This disclosure describes a predictive maintenance system for gearboxes that overcomes the limitations of vibration alarms sensitive to load variations. Conventional absolute-level alarms frequently trigger false positives or are deactivated due to normal operational duty cycles. The presented system utilizes load-norm