Excellent question. One of the most impactful reliability improvements I've seen was implementing a condition based maintenance program for critical rotating equipment by integrating vibration analysis, oil analysis, and thermography into a structured reliability strategy.
The equipment wasn't the biggest challenge. The real breakthrough came from trending data, defining alarm limits, and linking condition monitoring results to maintenance planning and RCFA. This shifted the organization from reactive repairs to planned interventions.
The outcome was improved MTBF, reduced unplanned downtime, better spare parts planning, and greater confidence in maintenance decisions.
The key lesson is that no single technology delivers reliability on its own. Sustainable results come from combining quality data, disciplined analysis, and timely execution. That's where predictive maintenance becomes a true business advantage rather than just another monitoring tool.
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David Ghavban. CMRP
Reliability and Applications Engineer
OrionIntels LLC
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