Factory Maintenance Prediction Using AI

Purpose

To cut down unscheduled maintenances by predicting equipment breakdowns

Pain Areas

Breakdowns impact the production in a most crucial way specially during peak demands

Major breakdowns happen due to un maintained machinery

Data Points

Production data

Breakdown trends data

Seasonal trends data

Machinery health data

Technology

Use of statistical models to combine breakdown data and seasonal production trends to predict
equipment breakdowns and unit breakdowns

Multiple units can be utilized in parallel to share the loads in case the maintenance is not possible

Business Outcomes

Reduce unscheduled downtime by 80%

Decrease revenue impact by 20 – 30% due to production issues

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