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The Detection Latency Problem - Why Your Alerts Are Telling You What You Already Know

In this Reliability Web webinar (referencing the file EP_374_--TRC26-_Aaron_Hermes.mp3), Bob Francis hosts Luke Rycelow from Multisensor AI to discuss why maintenance teams often discover failures only after operations are heavily impacted.

Luke explains that buying sensors without a clear strategy leads to "alert fatigue" and wasted resources. Instead, organizations must prioritize based on asset criticality and fully understand how their equipment fails.

Key Highlights:

  • Asset Criticality First: Focus your monitoring efforts on the assets that severely impact safety, throughput, and repair costs.
  • Failure Mode Analysis: Understand specific failure modes to select the correct detection technology (e.g., thermal vs. vibration).
  • Detection Latency: Implement condition-based strategies that catch degradation early, rather than relying strictly on calendar-based maintenance.
  • Targeted Deployment: Ensure you have the right people looking at the right assets at the right time.

Transform your reliability program by moving from reactive fixes to targeted, data-driven decisions!

You can ask anything about maintenance, reliability, and asset management.