Background & solution
We deployed IoT data acquisition and edge processing for critical units, ingested DCS/SCADA history, built equipment health assessment and fault-warning models, and delivered visual monitoring boards with alerting integrated into the existing production management system.
Outcomes
✓ Unplanned downtime of critical equipment dropped significantly; inspection and maintenance labor is better focused; equipment data went from dormant records to decision inputs.