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Predictive maintenance

Concept

Predictive maintenance uses condition evidence such as sensor measurements to warn about developing equipment faults early enough for maintenance to plan an intervention before functional failure.

✦ CONCEPTPredictive maintenanceM365.FM
Title graphic: Predictive maintenance (Concept)
TypeConcept

Key points about Predictive maintenance

Episodes about Predictive maintenance

Cloud Latency and Edge Computing Strategy

2026-06-11 · Video on YouTube

Cloud strategies often focus on scalability, cost optimization, and centralized services, but many organizations overlook one critical factor: latency. In this episode of M365 FM, Mirko Peters explores why network latency can become a major barrier to…

Predictive Maintenance on Azure for Manufacturers

2026-10-27 · Video on YouTube

A correct bearing warning is useless if it arrives after the safe maintenance window has passed. This episode walks manufacturing, OT and data teams through everything predictive maintenance on Azure needs before the model, from sensors and edge gateways to…

Predictive Maintenance on Azure for Manufacturers

2026-10-23

A correct bearing warning is useless if it arrives after the safe maintenance window has passed. This episode walks manufacturing, OT and data teams through everything predictive maintenance on Azure needs before the model, from sensors and edge gateways to…

2026-06-11 – Cloud Latency and Edge Computing Strategy2026-10-23 – Predictive Maintenance on Azure for Manufacturers2026-10-27 – Predictive Maintenance on Azure for Manufacturers2026-062026-10
Timeline of episodes about Predictive maintenance

Articles about Predictive maintenance (6)

Frequently asked questions

What do you need before choosing a predictive maintenance model on Azure?

A defined maintenance decision, then the evidence and data to support it. The episode works backward from the action to the model. · From the episode: Predictive Maintenance on Azure for…

Why does warning timing matter in predictive maintenance?

A correct warning can arrive after the maintenance window closes, and better alert wording cannot recover the lost opportunity. · From the episode: Predictive Maintenance on Azure for…

Glossary

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Sources

Maintained by Mirko Peters (Microsoft MVP) · Last updated: