Real-World Saves
2026-01-06
Alarm CaseFire PreventionThermal MonitoringPredictive Maintenance
How AVIAN Detected Stuck Boards and Shut Down a Planer Before Fire
Estimated damage avoided
$250K+
Conservative estimate based on avoiding planer fire damage, dust ignition, cleanup, and production downtime.
- Equipment
- Planer
- Failure mode
- Stuck boards causing friction, smoke, and fire risk
- Outcome
- AVIAN triggered PLC shutdown before a fire occurred
Boards jammed inside a planer and began producing heavy smoke from friction. AVIAN recognized the abnormal heat pattern and triggered a PLC shutdown before the event became a fire.
What AVIAN Detected
AVIAN's AI thermal anomaly detection learned the normal operating temperatures of the planer and flagged this event as an anomaly. The stuck boards created heat and smoke outside the normal process profile.
Why It Mattered
Planer jams can become dangerous quickly because high-speed heads continue forcing material through the machine. The longer the jam continues, the higher the risk of ignition and machine damage.
In sawmills and planer mills, this is why thermal monitoring should connect to response. A human may not reach the emergency stop quickly enough when friction is already producing smoke.
What Changed Operationally
PLC integration allowed AVIAN to stop the machine automatically. That removed the friction source before the operator had to rely on sight, smell, or a manual emergency stop.
If your machines need automatic shutdown logic for high-temperature events, contact AVIAN to discuss how thermal alarms can connect to your controls.
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