How vibration, temperature, and oil data can be turned into simple maintenance decisions that delay capital spend.
Condition monitoring fails when it becomes a data collection exercise. Its value lies in decision support.
Focus on actionable signals
Not every data point requires action. Thresholds must reflect failure risk.
Integrate data with maintenance planning
Condition alerts should feed work orders, not dashboards alone.
Train teams on interpretation
Technology does not replace judgment. Teams must understand what data means.
Condition monitoring extends equipment life when it simplifies—not complicates—maintenance decisions.