Predictive maintenance in white goods

Multi-model assembly lines carry a wide equipment mix. Operator reports and sensor data together show which station keeps causing trouble.

The equipment we watch here

  • Assembly lines
  • press machines
  • test stations
  • conveyors

Where to start

Fix-Lean

A process- and discipline-driven preventive maintenance system where operators file digital fault reports and confirm work physically via QR.

Fix-Lean Plus

The data- and prediction-driven predictive maintenance version: IoT sensors mounted on the equipment continuously track vibration, temperature, and performance, and AI forecasts the failure before it happens.