Problems

Welding control for large diameter pipes

Objective: reduce downtime of welding equipment

Downtimes and decreased production yields

Equipment shutdown and defective seams

Unexpected malfunction
of welding equipment

Application: Anomaly Detection
and Predictive Maintenance Module

Decision

All data shown in real time on dashboard

Increase effectiveness of maintenance schedule and improved seams and detection of welding flaws

Application: Anomaly Detection and Predictive Maintenance Module

Identify root causes of malfunctions

Monitoring performance quality of equipment to identify potential malfunction at early stages

Anomaly score assessed
in real time

Result

-12%
Equipment downtime

-20%

Defects

Industrial AI for metals & mining
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