Predictive Maintenance for Manufacturing

The brief

A manufacturing company faced recurring unplanned outages and escalating maintenance costs due to a lack of predictive insight. We developed a predictive-maintenance approach using IoT sensor data and machine-learning models to identify early fault patterns.

Task

Predict equipment failures before they occur to reduce downtime and costs.

Client

Manufacturing Company