
Dairy bottling line retrofit — 18% throughput, 62% fewer rejects
Replaced a 1998-era controls stack with modern PLC + vision while keeping the existing filler and capper steel.
- Client
- Midwest Dairy Cooperative
- Location
- Wisconsin, USA
- Capabilities
- Retrofit & Upgrades · Machine Vision · Service & Support
The challenge
Aging Allen-Bradley SLC 500 controls were end-of-life. Spare parts were on the gray market and a single PLC failure had cost the plant a 14-hour outage the prior quarter. The line ran short of takt by 12% and reject rate had crept above 4%, mostly from capper torque drift.
What we built
We swapped in a CompactLogix 5380 PLC, FactoryTalk Optix HMI, and added two Cognex In-Sight 3800 cameras for fill-level and cap-presence inspection. The existing Krones-style filler steel and Federal capper bowl were retained. Commissioning ran in a planned 9-day shutdown.
Key equipment
- Rockwell CompactLogix 5380
- FactoryTalk Optix HMI
- Cognex In-Sight 3800 ×2
- UL 508A panel rebuild
From the floor
Illustrative image — representative of project scope; customer-identifying details have been removed.




Results
Six months post-startup the line averages 18% above pre-retrofit throughput, reject rate sits at 1.5%, and the plant has had zero controls-related downtime.
See all 20 projects
Food & Beverage•2024AI vision defect detection — escape rate cut from 0.6% to 0.04%
Replaced rule-based blob analysis with a deep-learning model for label crease, low-fill, and cap-tilt defects on PET bottles.
0.04%Customer escape rate+9%OEE points gained<200 msPer-bottle decision time
Food & Beverage•2025Robotic palletizing cell — 2 shifts of manual stacking eliminated
Greenfield palletizing cell at end-of-line, sized for 60 cases per minute across 12 SKUs with quick-change tooling.
2Shifts of manual stacking replaced60 cpmCases per minute16 moProjected payback
Food & Beverage•2025Frozen ASRS — 9,200 pallet positions at −25 °C
Pallet shuttle ASRS in a –25 °C freezer with cold-rated drives, lubricants, and condensation control.
−25 °COperating temp9,200Pallet positions−40%Energy per pallet-day