Sawmills & Planer Mills
Catch hot bearings, failing rolls, and fire risk before the line goes down
AVIAN delivers continuous thermal monitoring of your planers, conveyors, bearings, and dust systems — condition-based alerts that reach your team while the fix is still a planned stop, before a sawmill fire or unplanned shutdown.
Estimate annual dollars saved from avoided downtime
Estimated Annual Savings
$84,000
About $7,000 per month in avoided downtime losses.
Deployed around the way your mill actually runs
We work with your team to map cutterheads, outfeeds, transfer points, and dust systems so the system covers the places where heat turns into lost production.
Every 4.5 days
a sawmill burns somewhere in North America
3 months
average payback period across deployed mills
Every planer mill should have an AVIAN system. I can't think of a reason why anyone wouldn't want to install it.
Jim Anderson, Vice President — Charles Ingram Lumber Co.
Partnering with AVIAN has been an outstanding decision for our mill.
Ryan Grubaugh, GM & Mill Manager — Maple Rapids Lumber Mill
Failure points that can stop production fast
In a planer mill, heat problems escalate quickly. The goal is to catch them while the repair is still routine, before they turn into a line stoppage, sprinkler event, or fire.
Planer fires
Friction at cutterheads and knife assemblies can ignite dust and debris in seconds. AVIAN alerts on rising heat before operators are dealing with visible flame and an emergency shutdown.
Bearing failures
Hot bearings on outfeeds, rolls, and conveyors are caught before a routine changeout becomes a seized component, damaged shaft, and lost shift.
Conveyor overheating
Drive sections, transfer points, and rollers are monitored around the clock, with PLC integration available when your team wants heat events to trigger an automatic stop.
Dust system hazards
Dust collectors and ductwork can carry heat into parts of the mill your team is not standing beside. Thermal monitoring adds an early warning layer before smoldering becomes a duct fire.
Failure points that can stop production fast
In a planer mill, heat problems escalate quickly. The goal is to catch them while the repair is still routine, before they turn into a line stoppage, sprinkler event, or fire.
Planer fires
Friction at cutterheads and knife assemblies can ignite dust and debris in seconds. AVIAN alerts on rising heat before operators are dealing with visible flame and an emergency shutdown.
Bearing failures
Hot bearings on outfeeds, rolls, and conveyors are caught before a routine changeout becomes a seized component, damaged shaft, and lost shift.
Conveyor overheating
Drive sections, transfer points, and rollers are monitored around the clock, with PLC integration available when your team wants heat events to trigger an automatic stop.
Dust system hazards
Dust collectors and ductwork can carry heat into parts of the mill your team is not standing beside. Thermal monitoring adds an early warning layer before smoldering becomes a duct fire.
From the field
Recent case studies

Condition-Based Thermal Monitoring at Sierra Pacific Mills
When Sierra Pacific Industries first reached out to AVIAN, the goal was straightforward: monitor baghouses and dust collection equipment at their Quincy, California operation. What happened next is a story about what ...

Planer Mill Onboarding: Four Mistakes That Cause Breakdowns
Every new planerman makes the same mistakes. The machine doesn't care how eager you are or how badly your supervisor needs board feet. It will punish bad habits the same way every time: loud, expensive, and in the mid...

Schilliger Holz Lignatherm Startup: Thermal Monitoring Live
When we first spoke with Schilliger Holz AG, they were already thinking about fire risk differently than most wood processors.
Real events
Failures we've prevented in the field
These aren't hypotheticals. Below are documented events from active AVIAN installations — showing exactly how early detection protects your mill.
Planer fire prevented in under a minute
A fire ignited at the right vertical cutterhead on a four-sided planer — likely caused by bearing or knife friction heat. The system spotted the hotspot and sent alerts instantly. Within seconds, the operator had water on the flames, stopping what could've been a full-blown fire.
03:10 PM
Hotspot detected
AVIAN thermal cameras detected a rising hotspot at the right vertical cutterhead. Automated alerts sent immediately via text and phone call.

03:14 PM — 4 minutes later
Fire ignited — operator responded
The fire ignited. Because of the early alert, the operator acted within seconds and put it out before it spread — saving both time and equipment.

Bearing overheating detected before failure
AVIAN's thermal cameras detected a bearing at the planer outfeed running hotter than normal. An automatic alert went out to the maintenance team, who were able to schedule a bearing replacement during routine downtime — preventing a seizure and avoiding costly unscheduled downtime.


Hotspot undetectable to the human eye — caught early by AVIAN before bearing failure.
Our Planer Mill Package
Coverage, detection, and response in one system.
Built for mills that need earlier warning on the assets most likely to cause downtime, damage, or fire.
Coverage
Watch the zones where mills actually get into trouble
Pre-calibrated thermal cameras cover cutterheads, bearings, outfeeds, transfer points, drives, and dust systems, with layouts tailored to your production flow instead of a one-size-fits-all install.
Detection
Spot abnormal heat before it becomes downtime or fire
AVIAN tracks thermal patterns in real time so the system can flag a bearing trending hotter than normal, a roll heating up through the shift, or a friction event building toward ignition.
Response
Get alerts your operators can act on immediately
Your team gets setup support, alerting, and ongoing system tuning, with PLC integration available when you want high-temperature events tied directly into mill response logic.
Core AVIAN workflows
Go deeper on how AVIAN turns heat into action
AI thermal anomaly detection
How AVIAN spots abnormal heat before it becomes downtime or fire.
Thermal monitoring integrations
How alerts fit operator, maintenance, reporting, and control workflows.
Fire prevention and predictive maintenance
Why the same heat signal supports safety and reliability teams.