RamzanKarya Persada
All projects
AI System AutomationManufacturing2024

Batam manufacturing company

Production measurement and quality capture running without an operator

Batam manufacturing company interface

The situation before

Production data was collected by operators writing it down and entering it at the end of a shift. Figures were therefore always one shift late.

When a quality deviation appeared, its cause was hard to trace because nothing recorded the machine conditions at the time. Inspection also rested entirely on operator eyesight, which degrades as a shift wears on.

What we built

We installed direct data acquisition from the sensors and machinery, plus automatic image capture at the inspection points, feeding a monitoring board on the production floor.

Above that runs a flow that checks whether readings stay inside the safe range and raises an alert the moment they leave it, while a batch is still running rather than after it has finished.

What was handed over

  • Production figures visible as they happen rather than a shift later
  • Inspection images captured automatically with their timestamps
  • Alerts raised while a batch can still be corrected

Built with

  • Python
  • OpenCV
  • PostgreSQL
  • Grafana

More work

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