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CASE STUDY · INDUSTRIAL BAKERY

A Bearing Issue Found

With Time To Plan.

ONE RECORDED INCIDENT · RESULTS ARE SITE-SPECIFIC

This case follows one incident on an industrial bakery line, from the first equipment finding to a planned repair. It shows how machine evidence, team review, maintenance planning and closeout can remain connected.

In this incident, the team reviewed evidence of bearing wear, prepared the relevant work and part, and completed the repair inside an available changeover window. The recorded outcome should not be treated as a forecast for another asset or site.

AT A GLANCE
SITEIndustrial bakery line
INDUSTRYFood & Beverage Processing
LINE SCOPEMixer → oven → cooler → packer → wrap → palletizer
SOLUTIONSPredictive Maintenance · Connected Worker & CMMS · Digital Twin & Simulation
WINDOW37 hours, T−36h to T+1h

THE SITUATION

A Connected Line With One Critical Oven Asset.

Mixer, oven, cooling and packaging equipment contribute to one production outcome. A developing issue on the oven belt drive can therefore affect the batch, the schedule and the maintenance plan together.

The relevant signals and maintenance records existed in separate places. The work was to connect the equipment finding with the people, part and available maintenance window needed to respond.

BEFORE
  • Equipment evidence reviewed in separate systems
  • Maintenance planning began after the issue was confirmed
  • Parts and availability were checked manually
  • The repair outcome was difficult to reuse on the next event

WHAT WE DID

Connect, Then Close The Loop.

Connect the relevant equipment evidence

Bring the available controller and condition signals into the same time window as the production event.

Present a reviewable finding

Show the affected asset, likely mechanism, supporting signals and available operating margin to the reliability team.

Prepare the approved work

After review, connect the inspection plan with the relevant skill, part and maintenance window.

Record the verified outcome

Keep what the technician found and what was changed with the asset record for the next event.

MixerOvenCoolerPackerWrapPalletizer
TIMELINE · ONE INCIDENT · WO-4821337 HOURS
T−36hVibration on Oven Zone 3 moves beyond the expected operating rangeFINDING · CONF 0.92
T−35hThe reliability team reviews the evidence and confirms a bearing inspectionTEAM REVIEW
T−34hWO-48213 is approved and bearing B-3102 is reserved from site stockMAINTENANCE PLANNING
T−2hThe next changeover window opens with a qualified technician scheduledSCHEDULER
T+0Bearing B-3102 is replaced in 42 minutes inside the planned windowFIELD SERVICE
T+1hThe verified finding and repair are added to the asset recordASSET HISTORY
Result: the team completed the repair during planned downtime and protected an oven run valued at $18,000.
OUTCOME
$18k
Batch saved
one oven run, not written off
OUTCOME
0
Unplanned stops
across the 37-hour window
OUTCOME
42 min
MTTR
bearing B-3102, at changeover
SCOPE
1
Recorded incident
not a forecast for another line

RELATED RESULT SUMMARIES

A powertrain and heavy-engineering manufacturer
Condition-Based Beat Calendar-Based, And Downtime Fell By Nearly Half.
−42%

unplanned downtime

An equipment OEM running a global service organisation
Service Engineers Stopped Searching And Started Answering.
6×

faster troubleshooting

A regional bakery and snacks producer
Audit Prep Went From A Week Of Binders To An Afternoon.
−80%

audit preparation time

START WITH THE RISK

Start With The Asset That Puts A Batch At Risk.

Bring the asset, the current maintenance workflow and the production consequence. We will map what evidence would be needed to act earlier.

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